All Since 2013

Citations 41662 12766

h-index 88 50

i10-index 334 181

Eduardo SontagNortheastern University ECE and BioEVerified email at northeastern.edu - Homepage

control theory systems biology systems and control theory feedback control cancer biology

TITLE

YEAR

Mathematical control theory: deterministic finite dimensional systemsED SontagSpringer Science & Business Media

3656

2013

Smooth stabilization implies coprime factorizationED SontagIEEE transactions on automatic control 34 (4), 435-443

2042

1989

Transcriptional control of human p53-regulated genesT Riley, E Sontag, P Chen, A LevineNature reviews Molecular cell biology 9 (5), 402-412

1548

2008

On characterizations of the input-to-state stability propertyED Sontag, Y WangSystems & Control Letters 24 (5), 351-359

1290

1995

A ‘universal’construction of Artstein's theorem on nonlinear stabilizationED SontagSystems & control letters 13 (2), 117-123

1160

1989

Nonlinear regulation: The piecewise linear

90

19

approachE SontagIEEE Transactions on automatic control 26 (2), 346-358

7 81

A general result on the stabilization of linear systems using bounded controlsH Sussmann, E Sontag, Y YangDecision and Control, 1993., Proceedings of the 32nd IEEE Conference on …

820

1993

Detection of multistability, bifurcations, and hysteresis in a large class of biological positive-feedback systemsD Angeli, JE Ferrell, ED SontagProceedings of the National Academy of Sciences 101 (7), 1822-1827

776

2004

A smooth converse Lyapunov theorem for robust stabilityY Lin, ED Sontag, Y WangSIAM Journal on Control and Optimization 34 (1), 124-160

750

1996

On the computational power of neural netsHT Siegelmann, ED SontagJournal of computer and system sciences 50 (1), 132-150

699

1995

New characterizations of input-to-state stability

696

199

ED Sontag, Y WangIEEE Transactions on Automatic Control 41 (9), 1283-1294

6

Comments on integral variants of ISSED SontagSystems & Control Letters 34 (1), 93-100

685

1998

Input to state stability: Basic concepts and resultsED SontagNonlinear and optimal control theory, 163-220

648

2008

Building a cell cycle oscillator: hysteresis and bistability in the activation of Cdc2JR Pomerening, ED Sontag, JE FerrellNature cell biology 5 (4), 346-351

617

2003

Asymptotic controllability implies feedback stabilizationFH Clarke, YS Ledyaev, ED Sontag, AI SubbotinIEEE Transactions on Automatic Control 42 (10), 1394-1407

541

1997

A Lyapunov-like characterization of asymptotic controllabilityED SontagSIAM Journal on Control and Optimization 21 (3), 462-471

522

1983

A characterization of integral input-to-state

50

20

stabilityD Angeli, ED Sontag, Y WangIEEE Transactions on Automatic Control 45 (6), 1082-1097

3 00

Monotone control systemsD Angeli, ED SontagIEEE Transactions on automatic control 48 (10), 1684-1698

461

2003

Analog computation via neural networksHT Siegelmann, ED SontagTheoretical Computer Science 131 (2), 331-360

458

1994

Untangling the wires: a strategy to trace functional interactions in signaling and gene networksBN Kholodenko, A Kiyatkin, FJ Bruggeman, E Sontag, HV Westerhoff, ...Proceedings of the National Academy of Sciences 99 (20), 12841-12846

404

2002

Modular cell biology: retroactivity and insulationD Del Vecchio, AJ Ninfa, ED SontagMolecular systems biology 4 (1), 161

396

2008

Further facts about input to state stabilizationED SontagIEEE Transactions on Automatic Control 35 (4), 473-476

393

1990

Linear systems over commutative rings. a surveyED SontagRicerche di Automatica 7 (1), 1-34

381

1976

Changing supply functions in input/state stable systemsE Sontag, A TeelIEEE Transactions on automatic control 40 (8), 1476-1478

378

1995

A universal formula for stabilization with bounded controlsY Lin, ED SontagSystems & Control Letters 16 (6), 393-397

373

1991

Robustness and fragility of Boolean models for genetic regulatory networksM Chaves, R Albert, ED SontagJournal of theoretical biology 235 (3), 431-449

350

2005

On the input-to-state stability propertyED SontagEuropean Journal of control 1 (1), 24-36

346

1995

Turing computability with neural netsHT Siegelmann, ED SontagApplied Mathematics Letters 4 (6), 77-80

331

1991

Nonlinear norm-observability notions and stability of switched

301

2005

systemsJP Hespanha, D Liberzon, D Angeli, ED SontagIEEE Transactions on Automatic Control 50 (2), 154-168

Forward completeness, unboundedness observability, and their Lyapunov characterizationsD Angeli, ED SontagSystems & Control Letters 38 (4), 209-217

282

1999

Formulas relating KL stability estimates of discrete-time and sampled-data nonlinear systemsD Nešić, AR Teel, ED SontagSystems & Control Letters 38 (1), 49-60

270

1999

Nonlinear output feedback design for linear systems with saturating controlsED Sontag, HJ SussmannDecision and Control, 1990., Proceedings of the 29th IEEE Conference on …

270

1990

Remarks on stabilization and input-to-state stabilityDS EduardoProceedings of the IEEE Conference on Decision and Control 2, 1376-1378

255

1989

Output-to-state stability and detectability of nonlinear systems

253

1997

ED Sontag, Y WangSystems & Control Letters 29 (5), 279-290

Feedback stabilization using two-hidden-layer netsED SontagIEEE Transactions on neural networks 3 (6), 981-990

253

1992

Notions of input to output stabilityED Sontag, Y WangSystems & Control Letters 38 (4), 235-248

246

1999

Structure and stability of certain chemical networks and applications to the kinetic proofreading model of T-cell receptor signal transductionED SontagIEEE transactions on automatic control 46 (7), 1028-1047

242

2001

Hybrid systems III: verification and controlR Alur, TA Henzinger, ED SontagSpringer Science & Business Media

226

1996

The ISS philosophy as a unifying framework for stability-like behaviorED SontagNonlinear control in the year 2000 volume 2, 443-467

225

2001

An algebraic approach to bounded

22

19

controllability of linear systemsED SontagInternational Journal of Control 39 (1), 181-188

1 84

Feedforward nets for interpolation and classificationED SontagJournal of Computer and System Sciences 45 (1), 20-48

217

1992

Stability and stabilization: discontinuities and the effect of disturbancesED SontagNonlinear analysis, differential equations and control, 551-598

215

1999

On finite-gain stabilizability of linear systems subject to input saturationW Liu, Y Chitour, E SontagSIAM Journal on Control and Optimization 34 (4), 1190-1219

211

1996

Polynomial response mapsED SontagSpringer-Verlag

207

1979

Some new directions in control theory inspired by systems biologyED SontagSystems biology 1 (1), 9-18

206

2004

Controllability of nonlinear discrete-time systems: A Lie-

204

1990

algebraic approachB Jakubczyk, ED SontagSIAM Journal on Control and Optimization 28 (1), 1-33

Remarks on continuous feedbackE Sontag, H SussmannDecision and Control including the Symposium on Adaptive Processes, 1980 …

193

1980

On the observability of polynomial systems, I: Finite-time problemsED SontagSIAM Journal on Control and Optimization 17 (1), 139-151

193

1979

Further comments on the stabilizability of the angular velocity of a rigid bodyED Sontag, HJ SussmannSystems & Control Letters 12 (3), 213-217

187

1989

Feedback stabilization of nonlinear systemsED SontagRobust control of linear systems and nonlinear control 4, 61-81

185

1990

Inferring dynamic architecture of cellular networks using time series of gene expression, protein and metabolite dataE Sontag, A Kiyatkin, BN KholodenkoBioinformatics 20 (12), 1877-1886

183

2004

Lyapunov characterizations of input to output stabilityE Sontag, Y WangSIAM Journal on Control and Optimization 39 (1), 226-249

180

2000

Interconnected automata and linear systems: A theoretical framework in discrete-timeED SontagInternational Hybrid Systems Workshop, 436-448

178

1995

Molecular systems biology and controlED SontagEuropean journal of control 11 (4-5), 396-435

175

2005

A Lyapunov characterization of robust stabilizationYS Ledyaev, ED SontagNonlinear Analysis: Theory, Methods & Applications 37 (7), 813-840

170

1999

Input-output-to-state stabilityM Krichman, ED Sontag, Y WangSIAM Journal on Control and Optimization 39 (6), 1874-1928

169

2001

Computational aspects of feedback in neural circuitsW Maass, P Joshi, ED SontagPLoS computational biology 3 (1), e165

165

2007

Realization theory of discrete-time nonlinear systems: Part I-The bounded caseE SontagIEEE Transactions on Circuits and Systems 26 (5), 342-356

165

1979

Diagonal stability of a class of cyclic systems and its connection with the secant criterionM Arcak, ED SontagAutomatica 42 (9), 1531-1537

163

2006

Multi-stability in monotone input/output systemsD Angeli, ED SontagSystems & Control Letters 51 (3), 185-202

159

2004

Synchronization of interconnected systems with applications to biochemical networks: An input-output approachL Scardovi, M Arcak, ED SontagIEEE Transactions on Automatic Control 55 (6), 1367-1379

158

2010

Methods of robustness analysis for Boolean models of gene control networksM Chaves, ED Sontag, R AlbertIEE Proceedings-Systems Biology 153 (4), 154-167

158

2006

Monotone and near- 1 2

monotone biochemical networksED SontagSystems and synthetic biology 1 (2), 59-87

54

007

On the relation between stable matrix fraction factorizations and regulable realizations of linear systems over ringsP Khargonekar, E SontagIEEE Transactions on Automatic Control 27 (3), 627-638

144

1982

A unifying integral ISS framework for stability of nonlinear cascadesM Arcak, D Angeli, E SontagSIAM Journal on Control and Optimization 40 (6), 1888-1904

138

2002

A Petri net approach to the study of persistence in chemical reaction networksD Angeli, P De Leenheer, ED SontagMathematical biosciences 210 (2), 598-618

133

2007

Fold-change detection and scalar symmetry of sensory input fieldsO Shoval, L Goentoro, Y Hart, A Mayo, E Sontag, U AlonProceedings of the National Academy of Sciences 107 (36), 15995-16000

132

2010

Nonsmooth control-Lyapunov functions

130

199

E Sontag, HJ SussmannDecision and Control, 1995., Proceedings of the 34th IEEE Conference on 3 …

5

For neural networks, function determines formF Albertini, ED SontagDecision and Control, 1992., Proceedings of the 31st IEEE Conference on, 26-31

129

1992

Neural networks with quadratic VC dimensionP Koiran, ED SontagAdvances in neural information processing systems, 197-203

124

1996

Global entrainment of transcriptional systems to periodic inputsG Russo, M Di Bernardo, ED SontagPLoS computational biology 6 (4), e1000739

118

2010

Control-Lyapunov universal formulas for restricted inputsY Lin, ED SontagTo appear in Control—Theory and Advanced Technology 10 (4)

114

1995

Adaptation and regulation with signal detection implies internal modelED SontagSystems & control letters 50 (2), 119-126

113

2003

Backpropagation can give rise to spurious

11

19

local minima even for networks without hidden layersED Sontag, HJ SussmannComplex Systems 3 (1), 91-106

2 89

Open problems in mathematical systems and control theoryVD Blondel, ED Sontag, M Vidyasagar, JC WillemsSpringer Science & Business Media

108

2012

On the computational power of sigmoid versus boolean threshold circuitsW Maass, G Schnitger, ED SontagFoundations of Computer Science, 1991. Proceedings., 32nd Annual Symposium …

108

1991

Universal construction of feedback laws achieving ISS and integral-ISS disturbance attenuationD Liberzon, ED Sontag, Y WangSystems & Control Letters 46 (2), 111-127

106

2002

Finiteness results for sigmoidal “neural” networksA Macintyre, ED SontagProceedings of the twenty-fifth annual ACM symposium on Theory of computing …

105

1993

VC dimension of neural networks

10

19

ED SontagNATO ASI Series F Computer and Systems Sciences 168, 69-96

0 98

Synthetic incoherent feedforward circuits show adaptation to the amount of their genetic templateL Bleris, Z Xie, D Glass, A Adadey, E Sontag, Y BenensonMolecular systems biology 7 (1), 519

99

2011

Clocks and insensitivity to small measurement errorsED SontagESAIM: Control, Optimisation and Calculus of Variations 4, 537-557

98

1999

Output-input stability and minimum-phase nonlinear systemsD Liberzon, AS Morse, ED SontagIEEE Transactions on Automatic Control 47 (3), 422-436

97

2002

Control of systems without drift via generic loopsED SontagIEEE Transactions on Automatic Control 40 (7), 1210-1219

96

1995

A passivity-based stability criterion for a class of biochemical reaction networksM Arcak, E SontagMathematical biosciences

95

2008

and engineering 5 (1), 1

Asymptotic stability equals exponential stability, and ISS equals finite energy gain—if you twist your eyesL Grüne, ED Sontag, FR WirthSystems & Control Letters 38 (2), 127-134

94

1999

Monotone chemical reaction networksP De Leenheer, D Angeli, ED SontagJournal of mathematical chemistry 41 (3), 295-314

93

2007

A concept of local observabilityED SontagSystems & Control Letters 5 (1), 41-47

91

1984

Rates of convex approximation in non-Hilbert spacesMJ Donahue, C Darken, L Gurvits, E SontagConstructive Approximation 13 (2), 187-220

90

1997

Inference of signaling and gene regulatory networks by steady-state perturbation experiments: structure and accuracyM Andrec, BN Kholodenko, RM Levy, E SontagJournal of theoretical biology 232 (3), 427-441

87

2005

Neural networks for 8 19

controlED SontagEssays on Control, 339-380

6 93

Remarks on the pole-shifting problem over ringsR Bumby, ED Sontag, HJ Sussmann, W VasconcelosJournal of Pure and Applied Algebra 20 (2), 113-127

86

1981

Back propagation separates where perceptrons doED Sontag, HJ SussmannNeural Networks 4 (2), 243-249

85

1991

Analog neural nets with gaussian or other common noise distributions cannot recognize arbitrary regular languagesW Maass, ED SontagNeural Computation 11 (3), 771-782

84

1999

Rate of approximation results motivated by robust neural network learningC Darken, M Donahue, L Gurvits, E SontagProceedings of the sixth annual conference on Computational learning theory …

82

1993

A small-gain theorem with applications to input/output systems, incremental stability, detectability, and interconnections

81

2002

ED Sontag, B IngallsJournal of the Franklin Institute 339 (2), 211-229

On characterizations of input-to-state stability with respect to compact setsED Sontag, Y WangIFAC Proceedings Volumes 28 (14), 203-208

79

1995

Time-optimal control of manipulatorsE Sontag, H SussmannRobotics and Automation. Proceedings. 1986 IEEE International Conference on …

79

1986

Separation principles for input-output and integral-input-to-state stabilityD Angeli, B Ingalls, ED Sontag, Y WangSIAM Journal on Control and Optimization 43 (1), 256-276

76

2004

Global stabilization of linear discrete-time systems with bounded feedbackY Yang, ED Sontag, HJ SussmannSystems & Control Letters 30 (5), 273-281

76

1997

Discrete-time transitivity and accessibility: analytic systemsF Albertini, ED SontagSIAM Journal on Control and Optimization 31 (6), 1599-1622

75

1993

Global attractivity, I/O monotone small-gain theorems, and biological delay systemsGA Enciso, ED SontagDiscrete and Continuous Dynamical Systems 14 (3), 549

74

2006

Interconnections of monotone systems with steady-state characteristicsD Angeli, E SontagOptimal control, stabilization and nonsmooth analysis, 135-154

74

2004

Neural nets as systems models and controllersED SontagProc. Seventh Yale Workshop on Adaptive and Learning Systems, 73-79

73

1992

The effect of sampling on linear equivalence and feedback linearizationA Arapostathis, B Jakubczyk, HG Lee, SI Marcus, ED SontagSystems & control letters 13 (5), 373-381

73

1989

On first-order equations for multidimensional filtersE SontagIEEE Transactions on Acoustics, Speech, and Signal Processing 26 (5), 480-482

73

1978

Geometry of optimal control problems and

72

20

Hamiltonian systemsAA AgrachevNonlinear and optimal control theory, 1-59

08

Neural systems as nonlinear filtersW Maass, ED SontagNeural Computation 12 (8), 1743-1772

71

2000

On the continuity and incremental‐gain properties of certain saturated linear feedback loopsY Chitour, W Liu, E SontagInternational Journal of Robust and Nonlinear Control 5 (5), 413-440

71

1995

Real addition and the polynomial hierarchyED SontagInformation Processing Letters 20 (3), 115-120

71

1985

Remarks on piecewise-linear algebraE SontagPacific Journal of Mathematics 98 (1), 183-201

71

1982

Load-induced modulation of signal transduction networksP Jiang, AC Ventura, ED Sontag, SD Merajver, AJ Ninfa, D Del VecchioScience signaling 4 (194), ra67-ra67

70

2011

A remark on the converging-input converging-state property

70

2003

ED SontagIEEE Transactions on Automatic Control 48 (2), 313-314

On the number of steady states in a multiple futile cycleL Wang, ED SontagJournal of mathematical biology 57 (1), 29-52

68

2008

Algorithmic and complexity results for decompositions of biological networks into monotone subsystemsB DasGupta, GA Enciso, E Sontag, Y ZhangBiosystems 90 (1), 161-178

67

2007

Further equivalences and semiglobal versions of integral input to state stabilityD Angeli, ED Sontag, Y WangDynamics and Control 10 (2), 127-149

67

2000

Continuous control-Lyapunov functions for asymptotically controllable time-varying systemsF Albertini, ED SontagInternational Journal of Control 72 (18), 1630-1641

67

1999

Input to state stability and allied system propertiesSN Dashkovskiy, DV Efimov, ED SontagAutomation and Remote Control 72 (8), 1579-1614

66

2011

An infinite-time relaxation theorem for differential inclusionsB Ingalls, E Sontag, Y WangProceedings of the American Mathematical Society 131 (2), 487-499

66

2003

State-estimators for chemical reaction networks of Feinberg-Horn-Jackson zero deficiency typeM Chaves, ED SontagEuropean Journal of Control 8 (4), 343-359

64

2002

Universal formulas for feedback stabilization with respect to Minkowski ballsM Malisoff, ED SontagSystems & Control Letters 40 (4), 247-260

64

2000

Universal nonsingular controlsED SontagSystems & Control Letters 19 (3), 221-224

64

1992

Nonmonotone systems decomposable into monotone systems with negative feedbackGA Enciso, HL Smith, ED SontagJournal of Differential Equations 224 (1), 205-227

63

2006

Algebraic differential equations and rational control systemsY Wang, ED SontagSIAM Journal on Control and Optimization 30 (5),

63

1992

1126-1149

Finite-dimensional open-loop control generators for non-linear systemsED SontagInternational Journal of Control 47 (2), 537-556

63

1988

Sylvester domainsW Dicks, ED SontagJournal of Pure and applied Algebra 13 (3), 243-275

63

1978

A ‘resource allocator’for transcription based on a highly fragmented T7 RNA polymeraseTH Segall‐Shapiro, AJ Meyer, AD Ellington, ED Sontag, CA VoigtMolecular systems biology 10 (7), 742

62

2014

Contractive systems with inputsED SontagPerspectives in Mathematical System Theory, Control, and Signal Processing …

62

2010

Monotone systems under positive feedback: multistability and a reduction theoremG Enciso, ED SontagSystems & control letters 54 (2), 159-168

62

2005

Graph-theoretic characterizations of monotonicity of chemical networks in

61

2010

reaction coordinatesD Angeli, P De Leenheer, E SontagJournal of mathematical biology 61 (4), 581-616

Passivity gains and the “secant condition” for stabilityED SontagSystems & control letters 55 (3), 177-183

61

2006

For differential equations with r parameters, 2r+ 1 experiments are enough for identificationED SontagJournal of Nonlinear Science 12 (6), 553-583

61

2002

Mathematical control theory, vol. 6 of Texts in Applied MathematicsED SontagSpringer-Verlag, New York,

61

1998

On the stability of a model of testosterone dynamicsG Enciso, ED SontagJournal of Mathematical Biology 49 (6), 627-634

60

2004

Asymptotic amplitudes and Cauchy gains: a small-gain principle and an application to inhibitory biological feedbackED SontagSystems & Control Letters 47 (2), 167-179

60

2002

Controllability is harder to decide than accessibilityED SontagSIAM journal on control and optimization 26 (5), 1106-1118

60

1988

Oscillations in I/O monotone systems under negative feedbackD Angeli, ED SontagIEEE Transactions on Automatic Control 53 (Special Issue), 166-176

58

2008

The effect of negative feedback loops on the dynamics of boolean networksE Sontag, A Veliz-Cuba, R Laubenbacher, AS JarrahBiophysical Journal 95 (2), 518-526

57

2008

Mechanism-independent method for predicting response to multidrug combinations in bacteriaK Wood, S Nishida, ED Sontag, P CluzelProceedings of the National Academy of Sciences 109 (30), 12254-12259

56

2012

Translation-invariant monotone systems, and a global convergence result for enzymatic futile cyclesD Angeli, ED SontagNonlinear Analysis: Real World Applications 9 (1), 128-140

56

2008

Open problems in the area of pole placementJ Rosenthal, JC WillemsOpen problems in mathematical systems and control theory, 181-191

56

1999

On the complexity of training neural networks with continuous activation functionsB DasGupta, HT Siegelmann, E SontagIEEE Transactions on Neural Networks 6 (6), 1490-1504

56

1995

Remarks on control lyapunov functions for discontinuous stabilizing feedbackGA Lafferriere, ED SontagDecision and Control, 1993., Proceedings of the 32nd IEEE Conference on, 306-308

56

1993

From linear to nonlinear: some complexity comparisonsE SontagDecision and Control, 1995., Proceedings of the 34th IEEE Conference on 3 …

54

1995

Uniqueness of weights for neural networksF Albertini, ED Sontag, V MaillotArtificial Neural Networks for Speech and Vision, 115-125

54

1993

Balancing at the border of instability

53

200

L Moreau, E SontagPhysical Review E 68 (2), 020901

3

On discrete-time polynomial systemsED Sontag, Y RouchaleauNonlinear Analysis: Theory, Methods & Applications 1 (1), 55-64

53

1976

Optimal length and signal amplification in weakly activated signal transduction cascadesM Chaves, ED Sontag, RJ DinersteinThe Journal of Physical Chemistry B 108 (39), 15311-15320

52

2004

A novel method for signal transduction network inference from indirect experimental evidenceR Albert, B DasGupta, R Dondi, S Kachalo, E Sontag, A Zelikovsky, ...Journal of Computational Biology 14 (7), 927-949

51

2007

State observability in recurrent neural networksF Albertini, ED SontagSystems & Control Letters 22 (4), 235-244

50

1994

On linear systems and noncommutative ringsED SontagTheory of Computing Systems 9 (4), 327-344

50

1975

Shape, size, and robustness: feasible

49

20

regions in the parameter space of biochemical networksA Dayarian, M Chaves, ED Sontag, AM SenguptaPLoS computational biology 5 (1), e1000256

09

A passivity-based approach to stability of spatially distributed systems with a cyclic interconnection structureMR Jovanovic, M Arcak, ED SontagIEEE Transactions on Automatic Control 53 (Special Issue), 75-86

49

2008

Parameter estimation in models combining signal transduction and metabolic pathways: the dependent input approachNAW van Riel, ED SontagIEE Proceedings-Systems Biology 153 (4), 263-274

49

2006

Input to state stabilizability for parametrized families of systemsY Lin, ED Sontag, Y WangInternational Journal of Robust and Nonlinear Control 5 (3), 187-205

49

1995

A small-gain theorem for almost global convergence of monotone systemsD Angeli, P De Leenheer, ED SontagSystems & control letters 52

48

2004

(5), 407-414

Recent results on Lyapunov-theoretic techniques for nonlinear stabilityY Lin, E Sontag, Y WangAmerican Control Conference, 1994 2, 1771-1775

48

1994

A contraction approach to the hierarchical analysis and design of networked systemsG Russo, M Di Bernardo, ED SontagIEEE Transactions on Automatic Control 58 (5), 1328-1331

47

2013

On generalized inverses of polynomial and other matricesE SontagIEEE Transactions on Automatic Control 25 (3), 514-517

46

1980

Hybrid Systems III, volume 1066 of Lecture Notes in Computer ScienceR Alur, TA Henzinger, ED SontagSpringer-Verlag

45

1996

Network reconstruction based on steady-state dataED SontagEssays in Biochemistry 45, 161-176

44

2008

Global asymptotic controllability implies

44

200

input-to-state stabilizationM Malisoff, L Rifford, E SontagSIAM Journal on Control and Optimization 42 (6), 2221-2238

4

Remarks on feedforward circuits, adaptation, and pulse memoryED SontagIET Systems Biology 4 (1), 39-51

43

2010

On predator-prey systems and small-gain theoremsP De Leenheer, D Angeli, ED SontagMathematical Biosciences and Engineering 2 (1), 25-42

43

2005

Finite gain stabilization of discrete-time linear systems subject to actuator saturationX Bao, Z Lin, ED SontagAutomatica 36 (2), 269-277

43

2000

Recurrent neural networks: Some systems-theoretic aspectsM Kárný, K Warwick, V KůrkováDealing with Complexity, 1-12

43

1998

Observability of linear systems with saturated outputsR Koplon, ED Sontag, MLJ Hautus

43

1994

Linear algebra and its applications 205, 909-936

New results on pole-shifting for parametrized families of systemsMLJ Hautus, ED SontagJournal of Pure and Applied Algebra 40, 229-244

43

1986

Various results concerning set input-to-state stabilityY Lin, E Sontag, Y WangDecision and Control, 1995., Proceedings of the 34th IEEE Conference on 2 …

42

1995

Orders of input/output differential equations and state-space dimensionsY Wang, ED SontagSIAM Journal on Control and Optimization 33 (4), 1102-1126

42

1995

Stabilization of linear systems with bounded controls,"Y Yang, HJ Sussmann, ED SontagProc. June, 15-20

42

1992

On two definitions of observation spacesY Wang, ED SontagSystems & control letters 13 (4), 279-289

42

1989

Conditions for abstract nonlinear regulationED SontagInformation and Control 51 (2), 105-127

42

1981

Symmetry invariance for adapting biological systemsO Shoval, U Alon, E SontagSIAM Journal on Applied Dynamical Systems 10 (3), 857-886

41

2011

Linear systems over commutative rings: a (partial) updated surveyED SontagIFAC Proceedings Volumes 14 (2), 325-330

41

1981

On the existence of minimal realizations of linear dynamical systems over Noetherian integral domainsY Rouchaleau, ED SontagJournal of Computer and System Sciences 18 (1), 65-75

41

1979

Complete controllability of continuous-time recurrent neural networksE Sontag, H SussmannSystems & control letters 30 (4), 177-183

40

1997

On some questions of rationality and decidabilityED SontagJournal of Computer and System Sciences 11 (3), 375-381

40

1975

Contraction methods for nonlinear systems: A brief introduction and some open problems

39

2014

Z Aminzarey, ED SontagyDecision and Control (CDC), 2014 IEEE 53rd Annual Conference on, 3835-3847

Global stabilization for systems evolving on manifoldsM Malisoff, M Krichman, E SontagJournal of Dynamical and Control Systems 12 (2), 161-184

39

2006

Linear systems with sign-observationsR Koplon, ED SontagSIAM journal on control and optimization 31 (5), 1245-1266

39

1993

Generating series and nonlinear systems: analytic aspects, local realizability, and i/o representationsY Wang, ED SontagForum Mathematicum 4 (4), 299-322

39

1992

An introduction to the stabilization problem for parametrized families of linear systemsED SontagContemporary Mathematics 47, 369-400

39

1985

NET-SYNTHESIS: a software for synthesis, inference and simplification of signal transduction networksS Kachalo, R Zhang, E Sontag, R Albert, B DasGupta

38

2007

Bioinformatics 24 (2), 293-295

Randomized approximation algorithms for set multicover problems with applications to reverse engineering of protein and gene networksP Berman, B DasGupta, E SontagDiscrete Applied Mathematics 155 (6), 733-749

38

2007

Modular design of artificial tissue homeostasis: robust control through synthetic cellular heterogeneityM Miller, M Hafner, E Sontag, N Davidsohn, S Subramanian, PEM Purnick, ...PLoS computational biology 8 (7), e1002579

37

2012

Singular trajectories in multi-input time-optimal problems: Application to controlled mechanical systemsM Chyba, NE Leonard, ED SontagJournal of dynamical and control systems 9 (1), 103-129

37

2003

Sample complexity for learning recurrent perceptron mappingsB Dasgupta, ED SontagAdvances in Neural

37

1996

Information Processing Systems, 204-210

Remarks on the time-optimal control of two-link manipulatorsED Sontag, HJ SussmannDecision and Control, 1985 24th IEEE Conference on 24, 1646-1652

37

1985

An approach to detectability and observersMLJ Hautus, ED SontagTechnische Hogeschool Eindhoven. Department of Mathematics

37

1979

Mathematical control theory, volume 6 ofED SontagTexts in Applied Mathematics, 54

36

1998

Sigmoids distinguish more efficiently than heavisidesED SontagNeural Computation 1 (4), 470-472

36

1989

Minimization of thermodynamic costs in cancer cell invasionL Liu, G Duclos, B Sun, J Lee, A Wu, Y Kam, ED Sontag, HA Stone, ...Proceedings of the National Academy of Sciences 110 (5), 1686-1691

35

2013

Proximity of intracellular regulatory networks to monotone systemsA Ma'ayan, A Lipshtat, R

35

2008

Iyengar, ED SontagIET systems biology 2 (3), 103-112

A remark on robust stabilization of general asymptotically controllable systemsYS Ledyaev, ED SontagProc. Conf. on Information Sciences and Systems, Johns Hopkins, Baltimore …

35

1997

Control-lyapunov functionsED SontagOpen problems in mathematical systems and control theory, 211-216

34

1999

Bilinear realizability is equivalent to existence of a singular affine differential i/o equationED SontagSystems & control letters 11 (3), 181-187

34

1988

Entrainment to periodic initiation and transition rates in a computational model for gene translationM Margaliot, ED Sontag, T TullerPloS one 9 (5), e96039

33

2014

Honey-pot constrained searching with local sensory informationB DasGupta, JP Hespanha, J Riehl, E SontagNonlinear Analysis: Theory, Methods & Applications 65 (9), 1773-1793

33

2006

Detectability of 3 1

nonlinear systemsED Sontag, Y WangProceedings of the Conference on Information Sciences and Systems (CISS 96 …

3 996

Input-output stabilityAR Teel, TT Georgiou, L Praly, E SontagThe control handbook 1, 895-908

33

1996

Some connections between stabilization and factorizationED SontagDecision and Control, 1989., Proceedings of the 28th IEEE Conference on, 990-995

33

1989

A Petri net approach to persistence analysis in chemical reaction networksD Angeli, P De Leenheer, E SontagLecture notes in control and information sciences 357, 181

32

2007

Crowding effects promote coexistence in the chemostatP De Leenheer, D Angeli, ED SontagJournal of Mathematical Analysis and Applications 319 (1), 48-60

32

2006

On split realizations of response maps over ringsED SontagFLORIDA UNIV GAINESVILLE CENTER FOR MATHEMATICAL

32

1976

SYSTEM THEORY

Input classes for identifiability of bilinear systemsED Sontag, Y Wang, A MegretskiIEEE Transactions on Automatic Control 54 (2), 195-207

31

2009

Singularly perturbed monotone systems and an application to double phosphorylation cyclesL Wang, ED SontagJournal of nonlinear science 18 (5), 527-550

31

2008

An analysis of a circadian model using the small-gain approach to monotone systemsD Angeli, ED SontagDecision and Control, 2004. CDC. 43rd IEEE Conference on 1, 575-578

31

2004

Uniform global asymptotic stability of differential inclusionsD Angeli, B Ingalls, ED Sontag, Y WangJournal of Dynamical and Control Systems 10 (3), 391-412

31

2004

Remarks on universal nonsingular controls for discrete-time systemsED Sontag, FR WirthSystems & control letters 33 (2), 81-88

31

1998

Shattering All Sets of ‘k’Points in “General

31

19

Position” Requires (k—1)/2 ParametersED SontagNeural Computation 9 (2), 337-348

97

Remarks on finite gain stabilizability of linear systems subject to input saturationW Liu, Y Chitour, E SontagDecision and Control, 1993., Proceedings of the 32nd IEEE Conference on …

31

1993

Orbit theorems and samplingED SontagAlgebraic And Geometric Methods in Nonlinear Control Theory, M. Fliess and M …

31

1986

Lyapunov stabilityHK KhalilControl Systems, Robotics and AutomatioN–Volume XII: Nonlinear, Distributed …

30

2009

Worst-case identification of nonlinear fading memory systemsMA Dahleh, ED Sontag, NC David, JN TsitsiklisAutomatica 31 (3), 503-508

30

1995

Some connections between chaotic dynamical systems and control systemsF Albertini, ED SontagProc. European Control Conference 1, 158-163

30

1990

On the representation of switched systems

29

20

with inputs by perturbed control systemsJL Mancilla-Aguilar, R Garcia, E Sontag, Y WangNonlinear Analysis: Theory, Methods & Applications 60 (6), 1111-1150

05

Asymptotic controllability and input-to-state stabilization: The effect of actuator errorsM Malisoff, E SontagOptimal control, stabilization and nonsmooth analysis, 155-171

29

2004

Optimality for underwater vehicle'sM Chyba, NE Leonard, ED SontagDecision and Control, 2001. Proceedings of the 40th IEEE Conference on 5 …

29

2001

A model for competition for ribosomes in the cellA Raveh, M Margaliot, ED Sontag, T TullerJournal of The Royal Society Interface 13 (116), 20151062

28

2016

Principles of real-time computing with feedback applied to cortical microcircuit modelsW Maass, P Joshi, ED SontagAdvances in neural information processing systems, 835-842

28

2006

Steady-states of 2 2

receptor–ligand dynamics: a theoretical frameworkM Chaves, ED Sontag, RJ DinersteinJournal of theoretical biology 227 (3), 413-428

8 004

Meagre functions and asymptotic behaviour of dynamical systemsW Desch, H Logemann, EP Ryan, ED SontagNonlinear Analysis: Theory, Methods & Applications 44 (8), 1087-1109

28

2001

I/O equations for nonlinear systems and observation spacesED Sontag, Y WangDecision and Control, 1991., Proceedings of the 30th IEEE Conference on, 720-725

28

1991

Remarks on the preservation of various controllability properties under samplingED SontagMathematical tools and models for control, systems analysis and signal …

28

1982

Stabilization with respect to noncompact sets: Lyapunov characterizations and effect of bounded inputsED Sontag, Y LinNonlinear Control Systems Design 1992, 43-49

27

1993

Remarks on 2 19

interpolation and recognition using neural netsED SontagAdvances in Neural Information Processing Systems, 939-945

7 91

Oscillations in multi-stable monotone systems with slowly varying feedbackT Gedeon, ED SontagJournal of differential equations 239 (2), 273-295

26

2007

Global stability in a chemostat with multiple nutrientsP De Leenheer, SA Levin, ED Sontag, CA KlausmeierJournal of mathematical biology 52 (4), 419-438

26

2006

Uniform stability properties of switched systems with switchings governed by digraphsJL Mancilla-Aguilar, R Garcia, E Sontag, Y WangNonlinear Analysis: Theory, Methods & Applications 63 (3), 472-490

26

2005

Input‐to‐state stability with respect to inputs and their derivativesD Angeli, ED Sontag, Y WangInternational Journal of Robust and Nonlinear Control 13 (11), 1035-1056

26

2003

Nonlinear observability and an invariance

26

200

principle for switched systemsJP Hespanha, D Liberzon, ED SontagDecision and Control, 2002, Proceedings of the 41st IEEE Conference on 4 …

2

Some topics in neural networks and controlED SontagProceedings of the European Control Conference

26

1993

An eigenvalue condition for sampled weak controllability of bilinear systemsED SontagSystems & control letters 7 (4), 313-315

26

1986

Geometry and topology of parameter space: investigating measures of robustness in regulatory networksM Chaves, A Sengupta, ED SontagJournal of mathematical biology 59 (3), 315-358

25

2009

Engineering principles in bio-molecular systems: from retroactivity to modularityD Del Vecchio, ED SontagEuropean Journal of Control 15 (3-4), 389-397

25

2009

Inferring (biological) signal transduction networks via transitive reductions of directed

25

2008

graphsR Albert, B DasGupta, R Dondi, E SontagAlgorithmica 51 (2), 129-159

Further results on controllability of recurrent neural networksED Sontag, Y QiaoSystems & control letters 36 (2), 121-129

25

1999

On integral-input-to-state stabilizationD Liberzon, ED Sontag, Y WangAmerican Control Conference, 1999. Proceedings of the 1999 3, 1598-1602

25

1999

Vapnik-Chervonenkis dimension of recurrent neural networksP Koiran, ED SontagDiscrete Applied Mathematics 86 (1), 63-79

25

1998

Persistence results for chemical reaction networks with time-dependent kinetics and no global conservation lawsD Angeli, P De Leenheer, ED SontagSIAM Journal on Applied Mathematics 71 (1), 128-146

24

2011

Chemical networks with inflows and outflows: A positive linear differential inclusions approach

24

2009

D Angeli, P De Leenheer, ED SontagBiotechnology Progress 25 (3), 632-642

Feedback tuning of bifurcationsL Moreau, E Sontag, M ArcakSystems & control letters 50 (3), 229-239

24

2003

An example of a GAS system which can be destabilized by an integrable perturbationED Sontag, M KrichmanIEEE Transactions on Automatic Control 48 (6), 1046-1049

24

2003

Determination of functional network structure from local parameter dependence dataBN Kholodenko, ED SontagarXiv preprint physics/0205003

24

2002

Remarks regarding the gap between continuous, Lipschitz, and differentiable storage functions for dissipation inequalities appearing in H∞ controlL Rosier, ED SontagSystems & control letters 41 (4), 237-249

24

2000

A comparison of the computational power of

24

19

sigmoid and Boolean threshold circuitsW Maass, G Schnitger, ED SontagTheoretical Advances in Neural Computation and Learning, 127-151

94

Controllability and linearized regulationE SontagIEEE transactions on automatic control 32 (10), 877-888

24

1987

Synchronization of interconnected systems with an input-output approach. Part I: Main resultsL Scardovi, M Arcak, ED SontagDecision and Control, 2009 held jointly with the 2009 28th Chinese Control …

23

2009

Universal formulas for CLFs with respect to Minkowski ballsM Malisoff, ED SontagAmerican Control Conference, 1999. Proceedings of the 1999 5, 3033-3037

23

1999

Vapnik-Chervonenkis dimension of recurrent neural networksP Koiran, ED SontagEuropean Conference on Computational Learning Theory, 223-237

23

1997

Neural networks with real weights: analog computational complexity

23

1992

HT Siegelmann, ED SontagTCS journal, to appear

Input/output and state-space stabilityED SontagNew Trends in Systems Theory, 684-691

23

1991

On the structural monotonicity of chemical reaction networksD Angeli, P De Leenheer, ED SontagDecision and Control, 2006 45th IEEE Conference on, 7-12

22

2006

State-space and I/O stability for nonlinear systemsED SontagFeedback control, nonlinear systems, and complexity, 215-235

22

1995

The Complexity of Language Recognition by Neural Networks.HT Siegelmann, ED Sontag, CL GilesIFIP Congress (1), 329-335

22

1992

The effect of sampling on feedback linearizationB Jakubczyk, ED SontagDecision and Control, 1987. 26th IEEE Conference on 26, 1374-1379

22

1987

A characterization of scale invariant responses in enzymatic networksM Skataric, ED Sontag

21

2012

PLoS computational biology 8 (11), e1002748

A feedback perspective for chemostat models with crowding effectsP De Leenheer, D Angeli, ED SontagPositive Systems, 167-174

21

2003

Simultaneous stabilization of linear systems and interpolation with rational functionsVD BlondelOpen problems in mathematical systems and control theory, 53-56

21

1999

Automata and neural networksED SontagThe handbook of brain theory and neural networks, 119-122

21

1998

Some structural complexity aspects of neural computationJL Balcázar, R Gavalda, HT Siegelmann, ED SontagStructure in Complexity Theory Conference, 1993., Proceedings of the Eighth …

21

1993

Accessibility under samplingED Sontag, HJ SussmannDecision and Control, 1982 21st IEEE Conference on 21, 727-732

21

1982

Randomized approximation algorithms for set

20

2004

multicover problems with applications to reverse engineering of protein and gene networksP Berman, B DasGupta, E SontagApproximation, Randomization, and Combinatorial Optimization. Algorithms and …

Computationally efficient measure of topological redundancy of biological and social networksR Albert, B DasGupta, R Hegde, GS Sivanathan, A Gitter, G Gürsoy, ...Physical Review E 84 (3), 036117

19

2011

Attractors in coherent systems of differential equationsD Angeli, MW Hirsch, ED SontagJournal of Differential Equations 246 (8), 3058-3076

19

2009

Spaces of observables in nonlinear controlED SontagProceedings of the International Congress of Mathematicians, 1532-1545

19

1995

Kalman’s controllability rank condition: from linear to nonlinearED SontagMathematical system theory, 453-462

19

1991

Image restoration and 1 1

segmentation using the annealing algorithmED Sontag, HJ SussmannDecision and Control, 1985 24th IEEE Conference on 24, 768-773

9 985

Synthetic mammalian transgene negative autoregulationV Shimoga, JT White, Y Li, E Sontag, L BlerisMolecular systems biology 9 (1), 670

18

2013

Algorithms in computational molecular biology: techniques, approaches and applicationsM Elloumi, AY ZomayaJohn Wiley & Sons

18

*

2011

Passivity-based stability of interconnection structuresED Sontag, M ArcakLecture Notes in Control and Information Sciences 371, 195

18

2008

Algorithmic and complexity results for decompositions of biological networks into monotone subsystemsB DasGupta, G Enciso, E Sontag, Y ZhangExperimental Algorithms, 253-264

18

2006

Hybrid Systems III, volume 1066 ofR Alur, TA Henzinger, ED

18

199

SontagLecture notes in computer science

6

A tutorial on monotone systems-with an application to chemical reaction networksP De Leenheer, D Angeli, ED SontagProc. 16th Int. Symp. Mathematical Theory of Networks and Systems (MTNS …

17

2004

Measurement to error stability: a notion of partial detectability for nonlinear systemsBP Ingalls, ED Sontag, Y WangDecision and Control, 2002, Proceedings of the 41st IEEE Conference on 4 …

17

2002

Input-to-state stabilization of linear systems with positive outputsD Nešić, ED SontagSystems & control letters 35 (4), 245-255

17

1998

A learning result for continuous-time recurrent neural networksED SontagSystems & control letters 34 (3), 151-158

17

1998

Hybrid systemsR AlurPROC. IEEE CONF. ON DECISION AND CONTROL

17

1996

Uniqueness of weights 1 1

for recurrent netsF Albertini, ED SontagMATHEMATICAL RESEARCH 79, 599-599

7 994

The energy costs of insulators in biochemical networksJP Barton, ED SontagBiophysical journal 104 (6), 1380-1390

16

2013

Stability of networked systems: a multi-scale approach using contractionG Russo, M di Bernardo, ED SontagDecision and Control (CDC), 2010 49th IEEE Conference on, 6559-6564

16

2010

An approximate internal model principle: Applications to nonlinear models of biological systemsBW Andrews, ED Sontag, PA IglesiasIFAC Proceedings Volumes 41 (2), 15873-15878

16

2008

A passivity-based stability criterion for a class of interconnected systems and applications to biochemical reaction networksM Arcak, ED SontagDecision and Control, 2007 46th IEEE Conference on, 4477-4482

16

2007

Generalizations of asymptotic gain

16

20

characterizations of ISS to input-to-output stabilityB Ingalls, ED Sontag, Y WangAmerican Control Conference, 2001. Proceedings of the 2001 3, 2279-2284

01

General classes of control-Lyapunov functionsED Sontag, HJ SussmannInternational series of numerical mathematics, 87-96

16

1996

Hybrid Systems III, LNCS 1066R Alur, TA Henzinger, ED SontagHeibelberg: Springer-Verlag

16

1996

Remarks on the time-optimal control of a class of Hamiltonian systemsED SontagDecision and Control, 1989., Proceedings of the 28th IEEE Conference on, 217-221

16

1989

Numerical and computational issues in linear control and system theoryAJ Laub, RV Patel, PM Van DoorenThe Control Handbook, CRC Press, IEEE Press, Boca Raton, FL, 399-414

15

1996

On control-Lyapunov functions under input constraints

15

199

Y Lin, E SontagDecision and Control, 1994., Proceedings of the 33rd IEEE Conference on 1 …

4

Identifiability of discrete-time neural networksF Albertini, ED SontagProc. European Control Conference, 460-465

15

1993

The lattice of minimal realizations of response maps over ringsED SontagMathematical systems theory 11 (1), 169-175

15

1977

Transient dynamic phenotypes as criteria for model discrimination: fold-change detection in Rhodobacter sphaeroides chemotaxisA Hamadeh, B Ingalls, E SontagJournal of The Royal Society Interface 10 (80), 20120935

14

2013

Monotone bifurcation graphsGA Enciso, ED SontagJournal of biological dynamics 2 (2), 121-139

14

2008

The minimal realization problem in the max-plus algebraGJ Olsder, B De SchutterSontag, M. Vidyasagar, JC Willems (Eds.), Open Problems in Mathematical

14

1999

…

A general approach to path planning for systems without driftED SontagEssays on Mathematical Robotics, 151-168

14

1998

Further results on controllability properties of discrete-time nonlinear systemsF Albertini, ED SontagDynamics and Control 4 (3), 235-253

14

1994

Integrability of certain distributions associated with actions on manifolds and applications to control problemsED SontagNonlinear Controllability and Optimal Control (HJ Sussmann, ed.), 81-131

14

1990

Realization and input/output relations: the analytic caseY Wang, ED SontagDecision and Control, 1989., Proceedings of the 28th IEEE Conference on …

14

*

1989

Lecture Notes in Control and Information SciencesED SontagPolynomial response maps 13

14

1979

Paradoxical results in perturbation-based signaling network

13

2014

reconstructionS Prabakaran, J Gunawardena, E SontagBiophysical journal 106 (12), 2720-2728

A systems theory with retroactivity: Application to transcriptional modulesD Del Vecchio, AJ Ninfa, ED SontagAmerican Control Conference, 2008, 1368-1373

13

2008

A remark on singular perturbations of strongly monotone systemsL Wang, ED SontagProc. IEEE conf. decision and control, San Diego

13

2006

Almost global convergence in singular perturbations of strongly monotone systemsL Wang, E SontagPositive Systems, 415-422

13

2006

A new definition of the minimum-phase property for nonlinear systems, with an application to adaptive controlD Liberzon, AS Morse, ED SontagDecision and Control, 2000. Proceedings of the 39th IEEE Conference on 3 …

13

2000

Gradient techniques for systems with no drift: A

13

19

classical idea revisitedE SontagDecision and Control, 1993., Proceedings of the 32nd IEEE Conference on …

93

Pole shifting for families of linear systems depending on at most three parametersED Sontag, Y WangLinear algebra and its applications 137, 3-38

13

1990

A remark on bilinear systems and moduli spaces of instantonsED SontagSystems & control letters 9 (5), 361-367

13

1987

Polynomial Response Maps. Lectures Notes in Control and Information Sciences, Vol. 13ED SontagSpringer-Verlag

13

1979

Contraction after small transientsM Margaliot, ED Sontag, T TullerAutomatica 67, 178-184

12

2016

Stability certification of large scale stochastic systems using dissipativityASR Ferreira, M Arcak, ED SontagAutomatica 48 (11), 2956-2964

12

2012

The p53HMM algorithm: using profile

12

200

hidden markov models to detect p53-responsive genesT Riley, X Yu, E Sontag, A LevineBMC bioinformatics 10 (1), 111

9

Exact computation of amplification for a class of nonlinear systems arising from cellular signaling pathwaysED Sontag, M ChavesAutomatica 42 (11), 1987-1992

12

2006

Control-Lyapunov functions for time-varying set stabilizationF Albertini, ED SontagControl Conference (ECC), 1997 European, 1999-2004

12

1997

Input/output equations and realizabilityED Sontag, Y WangRealization and Modelling in System Theory, 125-132

12

1990

Stabilizability, i/o stability and coprime factorizationsED SontagDecision and Control, 1988., Proceedings of the 27th IEEE Conference on, 457-458

12

1988

ON THE INTERNAL REALIZATION OF POLYNOMIAL RESPONSE MAPS.ED Sontag

12

1978

Synchronization of 1 20

diffusively-connected nonlinear systems: Results based on contractions with respect to general normsZ Aminzare, ED SontagIEEE transactions on network science and engineering 1 (2), 91-106

1 14

Guaranteeing Spatial Uniformity in Reaction-Diffusion Systems Using Weighted L^ 2 Norm ContractionsZ Aminzare, Y Shafi, M Arcak, ED SontagA Systems Theoretic Approach to Systems and Synthetic Biology I: Models and …

11

2014

Graph-theoretic analysis of multistability and monotonicity for biochemical reaction networksG Craciun, C Pantea, ED SontagDesign and Analysis of Biomolecular Circuits, 63-72

11

2011

Remarks on the stability of spatially distributed systems with a cyclic interconnection structureMR Jovanovic, M Arcak, ED SontagAmerican Control Conference, 2007. ACC'07, 2696-2701

11

2007

Well-defined steady- 1 2

state response does not imply CICSEP Ryan, ED SontagSystems & control letters 55 (9), 707-710

1 006

Computational complexities of honey-pot searching with local sensory informationB DasGupta, JP Hespanha, E SontagAmerican Control Conference, 2004. Proceedings of the 2004 3, 2134-2138

11

2004

Asymptotic controllability and feedback stabilizationFH Clarke, YS Ledyaev, ED Sontag, AI SubbotinProc. Conf. on Information Sciences and Systems (CISS 96), Princeton, NJ …

11

1996

Exact moment dynamics for feedforward nonlinear chemical reaction networksED Sontag, A SinghIEEE Life Sciences Letters 1 (2), 26-29

10

2015

DevStaR: high-throughput quantification of C. elegans developmental stagesAG White, B Lees, HL Kao, PG Cipriani, E Munarriz, AB Paaby, K Erickson, ...IEEE transactions on medical imaging 32 (10), 1791-1803

10

2013

Logarithmic Lipschitz norms and diffusion-induced instabilityZ Aminzare, ED SontagNonlinear Analysis: Theory, Methods & Applications 83, 31-49

10

2013

Reverse engineering validation using a benchmark synthetic gene circuit in human cellsT Kang, JT White, Z Xie, Y Benenson, E Sontag, L BlerisACS synthetic biology 2 (5), 255-262

10

2013

A symbolic computation approach to a problem involving multivariate Poisson distributionsED Sontag, D ZeilbergerAdvances in Applied Mathematics 44 (4), 359-377

10

2010

A remark on integral input to state stabilityD Angeli, ED Sontag, Y WangDecision and Control, 1998. Proceedings of the 37th IEEE Conference on 3 …

10

1998

Some recent results on computing with'neural nets'HT Siegelmann, ED SontagDecision and Control, 1992., Proceedings of the 31st IEEE Conference on …

10

1992

On the existence of approximately coprime factorizations for

10

198

retarded systemsED Sontag, Y YamamotoSystems & control letters 13 (1), 53-58

9

Some complexity questions regarding controllabilityED SontagDecision and Control, 1988., Proceedings of the 27th IEEE Conference on …

10

1988

Some remarks on the backpropagation algorithm for neural net learningED SontagRutgers Center for Systems and Control Technical Report, 88-07

10

1988

Sur les anneaux de Fatou fortsED Sontag, Y RouchaleauCR Acad. 4801 Sci. Paris Sér. AB 284 (5), A331-A333

10

1977

Silence on the relevant literature and errors in implementationP Bastiaens, MR Birtwistle, N Blüthgen, FJ Bruggeman, KH Cho, ...Nature biotechnology 33 (4), 336-339

9 2015

A small-gain result for orthant-monotone systems under mixed feedbackD Angeli, GA Enciso, ED SontagSystems & Control Letters 68, 9-19

9 2014

Modularity, retroactivity, 9 2

and structural identificationED SontagDesign and Analysis of Biomolecular Circuits, 183-200

011

Conditions for global stability of monotone tridiagonal systems with negative feedbackL Wang, P De Leenheer, ED SontagSystems & control letters 59 (2), 130-138

9 2010

Inference of signal transduction networks from double causal evidenceR Albert, B DasGupta, E SontagComputational Biology, 239-251

9 2010

Modeling proximal tubule cell homeostasis: tracking changes in luminal flowAM Weinstein, ED SontagBulletin of mathematical biology 71 (6), 1285-1322

9 2009

Small-gain theorems for predator-prey systemsP De Leenheer, D Angeli, ED SontagPositive Systems, 191-198

9 2003

Time-optimal control for underwater vehiclesM Chyba, NE Leonard, ED SontagIFAC Proceedings Volumes 33 (2), 117-122

9 2000

A version of a converse Lyapunov theorem for input-output to state stabilityM Krischman, ED SontagDecision and Control, 1998. Proceedings of the 37th IEEE Conference on 4 …

9 1998

On a learnability question associated to neural networks with continuous activationsB DasGupta, HT Siegelmann, E SontagProceedings of the seventh annual conference on Computational learning …

9 1994

On finitely accessible and finitely observable ringsED SontagJournal of Pure and Applied Algebra 8 (1), 97-104

9 1976

Mathematical Control Theory. 1998ED SontagSpringer

9

On three generalizations of contractionED Sontag, M Margaliot, T TullerDecision and Control (CDC), 2014 IEEE 53rd Annual Conference on, 1539-1544

8 2014

A remark on multistability for monotone systemsG Enciso, ED SontagDecision and Control, 2004. CDC. 43rd IEEE

8 2004

Conference on 1, 249-254

Remarks on monotonicity and convergence in chemical reaction networksD Angeli, P De Leencheer, ED SontagDecision and Control, 2004. CDC. 43rd IEEE Conference on 1, 243-248

8 2004

Observers for chemical reaction networksM Chaves, ED SontagControl Conference (ECC), 2001 European, 3715-3720

8 2001

Remarks on input to output stabilityB Ingalls, ED Sontag, Y WangDecision and Control, 1999. Proceedings of the 38th IEEE Conference on 2 …

8 1999

Notions equivalent to input-to-state stabilityE Sontag, Y WangDecision and Control, 1994., Proceedings of the 33rd IEEE Conference on 4 …

8 1994

Systems Combining Linearity and Saturations, and Relations of “Neural Nets”ED SontagNonlinear Control Systems Design 1992, 15-21

8 1993

A Chow property for sampled bilinear systemsED Sontag

8 1988

Proceedings of the 8th International Symposium on Mathematical Theory of …

Nonlinear control via equilinearizationED SontagDecision and Control, 1987. 26th IEEE Conference on 26, 1363-1367

8 1987

Comments on “Some results on pole-placement and reachability”ED SontagSystems & control letters 8 (1), 79-83

8 1986

Characterizing innovations realizations for random processesCA Schwartzt, BW Dickinsont, ED SontagtStochastics: An International Journal of Probability and Stochastic …

8 1984

Solving Immunology?Y Vodovotz, A Xia, EL Read, J Bassaganya-Riera, DA Hafler, E Sontag, ...Trends in immunology

7 2016

Scale-invariant systems realize nonlinear differential operatorsM Lang, E SontagAmerican Control Conference (ACC), 2016, 6676-6682

7 2016

Rapid and accurate developmental stage recognition of C. elegans from high-throughput image data

7 2010

AG White, PG Cipriani, HL Kao, B Lees, D Geiger, E Sontag, KC Gunsalus, ...Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on …

Synthetic biology: A systems engineering perspectiveD Del Vecchio, ED SontagControl Theory and Systems Biology, 101-124

7 2009

A cooperative system which does not satisfy the limit set dichotomyED Sontag, Y WangJournal of Differential Equations 224 (2), 373-384

7 2006

On the global attractivity of abstract dynamical systems satisfying a small gain hypothesis, with application to biological delay systemsGA Enciso, ED SontagDiscrete and Continuous Dynamical Systems

7 2006

A remark on multistability for monotone systems iiGA Enciso, ED SontagDecision and Control, 2005 and 2005 European Control Conference. CDC-ECC'05 …

7 2005

Asymptotic characterizations of IOSSD Angeli, B Ingalls, ED

7 2001

Sontag, Y WangDecision and Control, 2001. Proceedings of the 40th IEEE Conference on 1 …

Nonlinear feedback stabilization revisitedED SontagDynamical Systems, Control, Coding, Computer Vision, 223-262

7 1999

HS 1995. LNCS, vol. 1066R Alur, ED Sontag, TA HenzingerSpringer, Heidelberg

7 1996

On the intractability of loading neural networksB DasGupta, HT Siegelmann, E SontagTheoretical Advances in Neural Computation and Learning, 357-389

7 1994

Algebraic theory of sign-linear systemsR Schwarzschild, ED SontagAmerican Control Conference, 1991, 799-804

7 1991

Separating bi-chromatic points by parallel linesT Asano, J Hershberger, J Pach, E Sontag, D Souvaine, S SuriProceedings of the Second Canadian Conference on Computational Geometry …

7 1990

Dynamic realizations of sufficient sequencesB Dickinson, E SontagIEEE transactions on information theory 31 (5), 670-676

7 1985

An approximation theorem in nonlinear samplingED SontagMathematical theory of networks and systems, 806-812

7 1984

Dynamic compensation, parameter identifiability, and equivariancesED SontagPLoS computational biology 13 (4), e1005447

6 2017

Quorum-sensing synchronization of synthetic toggle switches: A design based on monotone dynamical systems theoryEV Nikolaev, ED SontagPLoS computational biology 12 (4), e1004881

6 2016

Discriminating direct and indirect connectivities in biological networksT Kang, R Moore, Y Li, E Sontag, L BlerisProceedings of the National Academy of Sciences 112 (41), 12893-12898

6 2015

A technique for determining the signs of sensitivities of steady states in chemical reaction networksED SontagIET systems biology 8 (6), 251-267

6 2014

Fundamental limitation of the instantaneous approximation in fold-change detection modelsM Skataric, EV Nikolaev, ED SontagIET systems biology 9 (1), 1-15

6 2014

A decomposition-based approach to stability analysis of large-scale stochastic systemsASR Ferreira, M Arcak, ED SontagAmerican Control Conference (ACC), 2012, 6382-6387

6 2012

Algorithmic issues in reverse engineering of protein and gene networks via the modular response analysis methodP Berman, B DasGupta, E SontagAnnals of the New York Academy of Sciences 1115 (1), 132-141

6 2007

Monotone and near-monotone systemsED SontagBiology and Control Theory: Current Challenges, 79-122

6 2007

Molecular systems biology and control: A qualitative-quantitative approachED SontagDecision and Control, 2005 and 2005 European Control Conference. CDC-ECC'05

6 2005

…

Representation of switched systems by perturbed control systemsJL Mancilla-Aguilar, R Garcia, E Sontag, Y WangDecision and Control, 2004. CDC. 43rd IEEE Conference on 3, 3259-3264

6 2004

Characterizations of detectability notions in terms of discontinuous dissipation functionsM Krichman, ED SontagInternational Journal of Control 75 (12), 882-900

6 2002

Lyapunov characterisations of input-output-to-state stabilityM Krichman, ED Sontag, Y WangDecision and Control, 1999. Proceedings of the 38th IEEE Conference on 3 …

6 1999

Characterizations of forward completenessD Angeli, ED SontagDecision and Control, 1999. Proceedings of the 38th IEEE Conference on 3 …

6 1999

A polynomial-time algorithm for an equivalence problem which arises in hybrid systems theoryB DasGupta, ED SontagDecision and Control, 1998. Proceedings of the 37th

6 1998

IEEE Conference on 2 …

Mathematical Control Theory: Deterministic Finite Dimensional Systems. SpringerED SontagNueva York

6 1998

Reachability and ControllabilityED SontagMathematical Control Theory, 81-140

6 1998

Using Fourier-neural recurrent networks to fit sequential input/output dataR Koplon, ED SontagNeurocomputing 15 (3), 225-248

6 1997

Lyapunov-function characterizations of stability and stabilization for parameterized families of systemsY Lin, E Sontag, Y WangDecision and Control, 1993., Proceedings of the 32nd IEEE Conference on …

6 1993

Integrability of certain distributions associated to actions on manifolds and an introduction to Lie-algebraic controlED SontagRutgers Center SYCON Report 88-04, partly appeared in: Nonlinear …

6 1988

Remarks on input/output

6 19

linearizationED SontagDecision and Control, 1984. The 23rd IEEE Conference on 23, 409-412

84

Incoherent feedforward motifs as immune change detectorsE SontagbioRxiv, 035600

5 2015

Random dynamical systems with inputsMM de Freitas, ED SontagNonautonomous Dynamical Systems in the Life Sciences, 41-87

5 2013

Remarks on the invalidation of biological models using monotone systems theoryD Angeli, ED SontagDecision and Control (CDC), 2012 IEEE 51st Annual Conference on, 2989-2994

5 2012

Rudolf E. Kalman and His Students [Historical Perspectives]E SontagIEEE Control Systems 30 (2), 87-88

5 2010

Graphs and the dynamics of biochemical networksD Angeli, ED SontagControl theory in systems biology 371, 125-142

5 2009

Systems biology and control—a tutorialPA Iglesias, M Khammash, B Munsky, ED Sontag, D

5 2007

Del VecchioDecision and Control, 2007 46th IEEE Conference on, 1-12

A remark on the number of steady states in a multiple futile cycleL Wang, ED SontagarXiv preprint arXiv:0704.0036

5 2007

Nonlinear and Optimal Control TheoryED SontagBerlin: Springer-Verlag

5 2007

Structure and timescale analysis in genetic regulatory networksM Chaves, ED Sontag, R AlbertDecision and Control, 2006 45th IEEE Conference on, 2358-2363

5 2006

Aggregation-based approaches to honey-pot searching with local sensory informationB DasGupta, JP Hespanha, E SontagAmerican Control Conference, 2004. Proceedings of the 2004 2, 1202-1207

5 2004

Remarks on input to state stabilizationM Malisoff, L Rifford, E SontagDecision and Control, 2003. Proceedings. 42nd IEEE Conference on 1, 1053-1058

5 2003

A polynomial-time algorithm for checking equivalence under certain semiring congruences motivated by the state-space isomorphism problem for hybrid systemsB DasGupta, ED SontagTheoretical computer science 262 (1), 161-189

5 2001

Stabilization of cascades using integral input-to-state stabilityM Arcak, D Angeli, E SontagDecision and Control, 2001. Proceedings of the 40th IEEE Conference on 4 …

5 2001

A precise characterization of the class of languages recognized by neural nets under gaussian and other common noise distributionsW Maass, ED SontagAdvances in neural information processing systems, 281-287

5 1999

Output stabilization of nonlinear systems: Linear systems with positive outputs as a case studyD Nesic, ED SontagDecision and Control, 1998. Proceedings of the 37th IEEE Conference on 1 …

5 1998

Worst-case identification of nonlinear fading

5 1995

memory systemsE SontagAutomatica 35, 1-12

Universal nonsingular controls: Systems and control letters 19 (1992) 221–224ED SontagSystems & Control Letters 20 (1), 77

5 1993

Parametric stabilization is easyED SontagSystems & control letters 4 (4), 181-188

5 1984

Controlling mRNA translationY Zarai, M Margaliot, E Sontag, T TullerIEEE/ACM Transactions on Computational Biology and Bioinformatics

4 2017

A Dynamic Model of Immune Responses to Antigen Presentation Predicts Different Regions of Tumor or Pathogen EliminationED SontagCell Systems 4 (2), 231-241. e11

4 2017

Controllability analysis and control synthesis for the ribosome flow modelY Zarai, M Margaliot, ED Sontag, T TullerIEEE/ACM Trans. Comput. Biol. Bioinf

4 2017

Checkable conditions 4 20

for contraction after small transients in time and amplitudeM Margaliot, T Tuller, ED SontagFeedback Stabilization of Controlled Dynamical Systems, 279-305

17

Scale-invariance in singularly perturbed systemsM Skataric, E Nikolaev, ED SontagDecision and Control (CDC), 2014 IEEE 53rd Annual Conference on, 3035-3040

4 2014

A class of random control systems: Monotonicity and the convergent-input convergent-state propertyMM de Freitas, ED SontagAmerican Control Conference (ACC), 2013, 5421-5426

4 2013

Stability and feedback stabilizationED SontagMathematics of Complexity and Dynamical Systems, 1639-1652

4 2012

Global stability for monotone tridiagonal systems with negative feedbackL Wang, P De Leenheer, ED SontagDecision and Control, 2008. CDC 2008. 47th IEEE Conference on, 4091-4096

4 2008

Shape, size and 4 2

robustness: feasible regions in the parameter space of biochemical networksM Chave, ED Sontag, AM SenguptaarXiv preprint arXiv:0710.4269

007

Signal detection and approximate adaptation implies an approximate internal modelBW Andrews, PA Iglesias, ED SontagDecision and Control, 2006 45th IEEE Conference on, 2364-2369

4 2006

A note on monotone systems with positive translation invarianceD Angeli, ED SontagControl and Automation, 2006. MED'06. 14th Mediterranean Conference on, 1-6

4 2006

Learning complexity dimensions for a continuous-time control systemP Kuusela, D Ocone, ED SontagSIAM journal on control and optimization 43 (3), 872-898

4 2004

A note on input-to-state stability with input derivativesD Angeli, ED Sontag, Y WangIFAC Proceedings Volumes 34 (6), 693-698

4 2001

Processing of time series by neural circuits

4 20

with biologically realistic synaptic dynamicsT Natschläger, W Maass, ED Sontag, AM ZadorAdvances in Neural Information Processing Systems, 145-151

01

Notions of integral input-to-state stabilityE SontagAmerican Control Conference, 1998. Proceedings of the 1998 5, 3210-3214

4 1998

Sign-linear systems as cascades of automata and continuous variable systemsR Koplon, E SontagDecision and Control, 1993., Proceedings of the 32nd IEEE Conference on …

4 1993

Stabilization with saturated actuators, a worked example: F-8 longitudinal flight controlY Yang, ED SontagAerospace Control Systems, 1993. Proceedings. The First IEEE Regional …

4 1993

Erratum: Controllability of Nonlinear Discrete-Time Systems: A Lie-Algebraic ApproachB Jakubczyk, ED SontagSIAM Journal on Control and Optimization 29 (2), 498-498

4 1991

On the length of inputs necessary in order to

4 19

identify a deterministic linear systemE SontagIEEE Transactions on Automatic Control 25 (1), 120-121

80

On the internal realization of nonlinear behaviorsED SontagDynamical Systems, 493-497

4 1977

Non-monotonic response to monotonic stimulus: Regulation of glyoxylate shunt gene-expression dynamics in mycobacterium tuberculosisJA Ascensao, P Datta, B Hancioglu, E Sontag, ML Gennaro, OA IgoshinPLoS computational biology 12 (2), e1004741

3 2016

Remarks on diffusive-link synchronization using non-Hilbert logarithmic normsZ Aminzare, ED SontagDecision and Control (CDC), 2014 IEEE 53rd Annual Conference on, 6086-6091

3 2014

Some remarks on spatial uniformity of solutions of reaction-diffusion pde's and a related synchronization problem for ode'sZ Aminzare, ED SontagarXiv preprint arXiv:1312.7145

3 2013

Spatial uniformity in diffusively-coupled systems using weighted L 2 norm contractionsSY Shafi, Z Aminzare, M Arcak, ED SontagAmerican Control Conference (ACC), 2013, 5619-5624

3 2013

Exploring the scale invariance property in enzymatic networksM Skataric, E SontagDecision and Control (CDC), 2012 IEEE 51st Annual Conference on, 5511-5516

3 2012

An observation regarding systems which converge to steady states for all constant inputs, yet become chaotic with periodic inputsED SontagarXiv preprint arXiv:0906.2166

3 2009

Uniformly universal inputsED Sontag, Y WangAnalysis and design of nonlinear control systems, 9-24

3 2008

Further results on singularly perturbed monotone systems, with an application to double phosphorylation cyclesL Wang, E SontagDecision and Control, 2007 46th IEEE Conference on,

3 2007

627-632

Dynamics and control of synthetic bio-molecular networksD Del Vecchio, ED SontagAmerican Control Conference, 2007. ACC'07, 1577-1588

3 2007

A global convergence result for strongly monotone systems with positive translation invarianceD Angeli, ED SontagarXiv preprint math/0602005

3 2006

Computation of amplification for systems arising from cellular signaling pathwaysED Sontag, M ChavesIFAC Proceedings Volumes 38 (1), 7-12

3 2005

A remark on monotone i/o systemsED SontagarXiv preprint math/0503311

3 2005

Gains and optimal design in signaling pathwaysM Chaves, ED Sontag, RJ DinersteinDecision and Control, 2004. CDC. 43rd IEEE Conference on 1, 596-601

3 2004

A note on the monotonicity of matrix Riccati equationsP De Leenheer, ED SontagTechnical report, DIMACS

3 2004

A note on multistability and monotone i/o systemsD Angeli, E SontagDecision and Control, 2003. Proceedings. 42nd IEEE Conference on 1, 67-72

3 2003

A relaxation theorem for differential inclusions with applications to stability propertiesBP Ingalls, ED Sontag, Y WangarXiv preprint math/0206251

3 2002

Correction to" Structure and stability of certain chemical networks and applications to the kinetic proofreading model of T-cell receptor signal transduction"ED SontagIEEE Transactions on Automatic Control 47 (4), 705-705

3 2002

Input to state stability and related notionsED SontagRUTGERS-THE STATE UNIV NEW BRUNSWICKNJ DEPT OF MATHEMATICS

3 2001

An abstract approach to dissipationE SontagDecision and Control, 1995., Proceedings of the 34th IEEE Conference on 3 …

3 1995

Output-saturated systemsR Schwarzschild, ED

3 199

Sontag, MLJ HautusAmerican Control Conference, 1992, 2504-2509

2

Capabilities and training of feedforward netsED SontagNeural networks, New Brunswick, NJ, Boston, MA. Academic Press, London

3 1990

On Finitary Linear Systems.ED SontagFLORIDA UNIV GAINESVILLE CENTER FOR MATHEMATICAL SYSTEM THEORY

3 1977

REALIZATIONS OF DISCRETE-TIME NONLINEAR-SYSTEMS-PRELIMINARY-REPORTED SontagNOTICES OF THE AMERICAN MATHEMATICAL SOCIETY 23 (4), A442-A442

3 1976

Hybrid Systems IIIA Henzinger, ED SontagLecture Notes in

3

Zeros of nonlinear systems with input invariancesM Lang, ED SontagAutomatica 81, 46-55

2 2017

Reduction of multiscale stochastic biochemical reaction networks using exact moment

2 2017

derivationJK Kim, ED SontagPLOS Computational Biology 13 (6), e1005571

Prof. Rudolf Emil Kalman [Obituary]A Antoulas, TT Georgiou, PP Khargonekar, AB Ozguler, ED Sontag, ...IEEE Control Systems 37 (1), 151-152

2 2017

Logarithmic sensing in Bacillus subtilis aerotaxisF Menolascina, R Rusconi, VI Fernandez, S Smriga, Z Aminzare, ...NPJ Systems Biology and Applications 3, 16036

2 2017

A remark on incoherent feedforward circuits as change detectors and feedback controllersED SontagarXiv preprint arXiv:1602.00162

2 2016

A small-gain theorem for random dynamical systems with inputs and outputsMM De Freitas, ED SontagSIAM Journal on Control and Optimization 53 (4), 2657-2695

2 2015

Quantifying the effect of interconnections on the steady states of biomolecular networksED SontagDecision and Control (CDC), 2014 IEEE 53rd Annual Conference on, 5419-5424

2 2014

Remarks on a population-level model of chemotaxis: advection-diffusion approximation and simulationsZ Aminzare, ED SontagarXiv preprint arXiv:1302.2605

2 2013

Behavior of responses of monotone and sign-definite systemsD Angeli, ED SontagMathematical Systems Theory, 51-64

2 2013

A small-gain result for orthant-monotone systems in feedback: the non sign-definite caseD Angeli, ED SontagDecision and Control and European Control Conference (CDC-ECC), 2011 50th …

2 2011

Modules and retroactivity: Theoretical framework, analysis, and designD Del Vecchio, A Ninfa, ED SontagIn International Conference on Systems Biology

2 2007

Applications to Reverse Engineering of Biological NetworksP Berman, B DasGupta, E SontagAdvances in Computational Intelligence: Theory & Applications 5, 303

2 2006

On the complexities of some combinatorial problems in reverse engineering of protein and gene networksP Berman, B DasGupta, E SontagTechnical report, DIMACS

2 2004

Nonlinear and Optimal Control Theory: Lectures given at the CIME Summer School held in CetraroAA Agrachev, AS Morse, ED Sontag, HJ Sussmann, VI UtkinSpringer

2 2004

The ISS philosophy as a unifying framework for stability-like behavior of input/output systemsED SontagIEEE Conf. Decision and Control, Bode Lecture, 2002

2 2002

On equivalence of exponential and asymptotic stability under changes of variablesL Grüne, ED Sontag, F WirthEquadiff 99: (In 2 Volumes), 850-852

2 2000

On the equivalence between asymptotic and exponential stability, and between ISS and finite H/sub/spl infin//gainL Grune, ED Sontag, F

2 1999

WirthDecision and Control, 1999. Proceedings of the 38th IEEE Conference on 2 …

Feedback insensitivity to small measurement errorsED SontagDecision and Control, 1999. Proceedings of the 38th IEEE Conference on 3 …

2 1999

Stabilization under measurement noise: Lyapunov characterizationYS Ledyaev, ED SontagAmerican Control Conference, 1998. Proceedings of the 1998 3, 1653-1657

2 1998

Orders of I/O equations and uniformly universal inputsE Sontag, Y WangDecision and Control, 1994., Proceedings of the 33rd IEEE Conference on 2 …

2 1994

Transitivity and forward accessibility of discrete-time nonlinear systemsF Albertini, ED SontagAnalysis of Controlled Dynamical Systems, 21-34

2 1991

Mathematical control theopryED SontagSpringer

2 1990

Mathematical Control TheorySpringerE SontagNew York, Berlin,

2 1990

Heidelberg

Stabilization of polynomially parametrized families of linear systems. The single-input caseRT Bumby, ED SontagSystems & control letters 3 (5), 251-254

2 1983

Abstract regulation of nonlinear systems: StabilizationED SontagFeedback Control of Linear and Nonlinear Systems, 227-243

2 1982

Molecular Systems Biology and Dynamics: An Introduction for non-BiologistsED Sontag

2

Oscillatory stimuli differentiate adapting circuit topologiesSJ Rahi, J Larsch, K Pecani, AY Katsov, N Mansouri, ...nAture methods 14 (10), 1010

1 2017

Evaluating optimal therapy robustness by virtual expansion of a sample population, with a case study in cancer immunotherapyS Barish, MF Ochs, ED Sontag, JL GevertzProceedings of the National Academy of Sciences 114 (31), E6277-E6286

1 2017

Multi-modality in gene 1 2

regulatory networks with slow gene bindingMA Al-Radhawi, D Del Vecchio, ED SontagarXiv preprint arXiv:1705.02330

017

Multiple steady states and the form of response functions to antigen in a model for the initiation of T cell activationAD Rendall, ED SontagarXiv preprint arXiv:1705.00149

1 2017

Translation Inhibition And Resource Balance In The Cell-Free Gene Expression SystemVH Nagaraj, JM Greene, AM Sengupta, E SontagbioRxiv, 142869

1 2017

Some remarks on spatial uniformity of solutions of reaction–diffusion PDEsZ Aminzare, ED SontagNonlinear Analysis: Theory, Methods & Applications 147, 125-144

1 2016

Some remarks on a model for immune signal detection and feedbackED SontagDecision and Control (CDC), 2016 IEEE 55th Conference on, 2475-2480

1 2016

Controlling the ribosomal density profile in mRNA

1 201

translationY Zarai, M Margaliot, ED Sontag, T TullerDecision and Control (CDC), 2016 IEEE 55th Conference on, 4184-4189

6

Two-zone tumor tolerance can arise from a simple immunological feedforward motif that estimates tumor growth ratesE SontagbioRxiv, 095455

1 2016

A contraction approach to input tracking via high gain feedbackA Hamadeh, E Sontag, D Del VecchioDecision and Control (CDC), 2015 IEEE 54th Annual Conference on, 7689-7694

1 2015

Remarks on the energy costs of insulators in enzymatic cascadesJP Barton, ED SontagarXiv preprint arXiv:1412.8065

1 2014

Remarks on model-based estimation of nonhomogeneous Poisson processes and applications to biological systemsM Skataric, E SontagControl Conference (ECC), 2014 European, 2052-2057

1 2014

Fold-change detection as a chemotaxis model discrimination tool

1 201

A Hamadeh, B Ingalls, E SontagDecision and Control (CDC), 2012 IEEE 51st Annual Conference on, 5523-5527

2

The energy costs of biological insulatorsJ Barton, ED SontagarXiv preprint arXiv:1210.3809

1 2012

Dynamic phenotypes as criteria for model discrimination: fold-change detection in R. sphaeroidesA Hamadeh, B Ingalls, E SontagarXiv preprint arXiv:1204.1941

1 2012

Response to comment on “‘Load-induced modulation of signal transduction networks’: Reconciling ultrasensitivity with bifunctionality?”P Jiang, AC Ventura, ED Sontag, SD Merajver, AJ Ninfa, D Del VecchioScience Signaling 5 (205), lc2-lc2

1 2012

Input symmetry invariance, and applications to biological systemsO Shoval, U Alon, E SontagDecision and Control and European Control Conference (CDC-ECC), 2011 50th …

1 2011

Remarks on invariance of population

1 20

distributions for systems with equivariant internal dynamicsED SontagarXiv preprint arXiv:1108.3245

11

Remarks on structural identification, modularity, and retroactivityED SontagDecision and Control (CDC), 2010 49th IEEE Conference on, 3373-3378

1 2010

On persistence and cascade decompositions of chemical reaction networksD Angeli, P De Leenheer, E SontagarXiv preprint arXiv:0905.1332

1 2009

Stabilizing and Destabilizing Effects of Embedding 3-Node Subgraphs on the State Space of Boolean NetworksC Oosawa, MA Savageau, AS Jarrah, RC Laubenbacher, ED SontagInternational Conference on Cellular Automata, 100-107

1 2008

Monotone and near-monotone network structure (part I)ED SontagarXiv preprint q-bio/0612032

1 2006

Some remarks on input 1 2

choices for biochemical systemsED SontagarXiv preprint math/0606261

006

A graph-theoretical approach to monotonicity and convergence in chemical reaction networksD Angeli, P De Leenheer, ED SontagPreprint, February

1 2006

Parameter estimation in models combining signal transduction and metabolic pathways: the dependent input approach, Syst BiolNAW Van Riel, ED Sontag

1 2006

A notion of passivity gain and a generalization of the" secant condition" for stabilityED SontagDecision and Control, 2005 and 2005 European Control Conference. CDC-ECC'05 …

1 2005

How feedback can tune a bifurcation parameter towards its unknown critical bifurcation valueL Moreau, ED Sontag, M ArcakDecision and Control, 2003. Proceedings. 42nd IEEE Conference on 3, 2401-2406

1 2003

Honey-pot searching 1 2

with local sensory informationB DasGupta, JP Hespanha, E SontagSubmitted to publication

003

Multistability in Monotone I/O Systems, Preliminary ReportD Angeli, ED SontagarXiv preprint math/0212357

1 2002

Automated tuning of bifurcations via feedbackL Moreau, E Sontag, M ArcakarXiv preprint math/0208167

1 2002

Adaptation implies internal modelED SontagarXiv preprint math/0203228

1 2002

An Alternative Observer for Zero Deficiency Chemical NetworksM Chaves, ED SontagIFAC Proceedings Volumes 34 (6), 537-540

1 2001

Minimum-phase nonlinear systems: a new definitionD Liberzon, AS Morse, ED Sontagsubmitted

1 2000

Global stability of McKeithan's kinetic proofreading model for T-cell receptor signal transductionED SontagarXiv preprint math/9912237

1 1999

Remarks on controllability of recurrent neural networksED Sontag, Y QiaoDecision and Control, 1998. Proceedings of the 37th IEEE Conference on 1 …

1 1998

Critical points for neural net least-squares problemsED SontagNeural Networks, 1995. Proceedings., IEEE International Conference on 6, 2949

1 1995

Techniques for parameter reconstruction in Fourier-neural recurrent networksR Koplon, E SontagDecision and Control, 1994., Proceedings of the 33rd IEEE Conference on 1 …

1 1994

I/O equations in discrete and continuous timeY Wang, ED SontagDecision and Control, 1992., Proceedings of the 31st IEEE Conference on …

1 1992

Quantized Systems Saturated Measurements and Sign-Linear SystemsR Schwarzschild, ED SontagProc. Conf. Inform. Sci. and Systems

1 1991

AN EXPLICIT 1 19

CONSTRUCTION OF THE EQUILINEARIZATION CONTROLLERED SontagAnal. and Contr. Nonlinear Systems: Selec. Pap. 8th Int. Symp. Math …

87

Continuous stabilizers and high-gain feedbackED SontagIMA Journal of Mathematical Control and Information 3 (2-3), 237-253

1 1986

Further remarks on preservation of accessibility under samplingE SontagProc. Conf. Algeb. & Geom. Meth. in Nonl. Con. Theory

1 1985

Realization theory of discrete nonlinear systems: The bounded caseED SontagDecision and Control including the 15th Symposium on Adaptive Processes …

1 1976

Universal formulas for CLF’S with respect to Minkowski ballslM Malisoff, ED Sontag

1

Formulas relatingD Nesic, AR Teel, ED SontagKL

1

Controllability and ObservabilityAC Antoulas, ED Sontag, Y

1

YamamotoWiley Encyclopedia of Electrical and Electronics Engineering

Translation inhibition and resource balance in the TX-TL cell-free gene expression systemVH Nagaraj, JM Greene, AM Sengupta, ED SontagSynthetic Biology 2 (1), ysx005

2017

Computation‐Guided Design of a Stimulus‐Responsive Multienzyme Supramolecular AssemblyL Yang, EM Dolan, SK Tan, T Lin, ED Sontag, SD KhareChemBioChem 18 (20), 2000-2006

2017

Multi-modality in gene regulatory networks with slow promoter kineticsMA Al-Radhawi, ED Sontag, D Del VecchioarXiv preprint arXiv:1705.02330

2017

Rudolf Kalman: Scientist, Leader, and Mentor [Historical Perspectives]ED SontagIEEE Control Systems 37 (2), 161-162

2017

A Tribute to Rudolf Kalman: His Research, Life, and Influence

201

[Historical Perspectives]A Antoulas, TT Georgiou, PP Khargonekar, AB Ozguler, ED Sontag, ...IEEE Control Systems 37 (2), 153-153

7

A mathematical approach to differentiate spontaneous and induced evolution to drug resistance during cancer treatmentJM Greene, JL Gevertz, ED SontagbioRxiv, 235150

2017

Subharmonics And Chaos In Simple Periodically-Forced Biomolecular ModelsEV Nikolaev, SJ Rahi, E SontagbioRxiv, 145201

2017

A Note On Dynamical Compensation And Its Relation To Parameter IdentifiabilityO Karin, U Alon, E SontagbioRxiv, 123489

2017

Exploring the impact of resource limitations on gene network reconstructionT Quarton, T Kang, ED Sontag, L BlerisDecision and Control (CDC), 2016 IEEE 55th Conference on, 3350-3355

2016

In-vivo identification and control of aerotaxis

20

in Bacillus subtilisF Menolascina, R Stocker, ED SontagDecision and Control (CDC), 2016 IEEE 55th Conference on, 764-769

16

Examples of computation of exact moment dynamics for chemical reaction networksED SontagarXiv preprint arXiv:1612.02393

2016

Obituary for Professor Rudolf Emil KalmanA Antoulas, TT Georgiou, PP Khargonekar, AB Ozguler, ED Sontag, ...

2016

SYSTEMS COMBINING LINEARITY AND SATURATIONSED SontagNonlinear Control Systems Design 1992: Selected papers from the 2nd IFAC …

2016

Some remarks on moments for stochastic chemical kineticsE Sontag, A SinghbioRxiv, 021410

2015

Input-to-State StabilityED SontagEncyclopedia of Systems and Control, 575-584

2015

Entrainment to Periodic Initiation and Transition Rates in a Computational Model

2014

for Gene Translation (vol 9, e96039, 2014)M Margaliot, ED Sontag, T TullerPLOS ONE 9 (6)

Response time re-scaling and Weber's law in adapting biological systemsA Hamadeh, E Sontag, B IngallsAmerican Control Conference (ACC), 2013, 4557-4562

2013

Kalman’s Controllability Rank ConditionED SontagMathematical System Theory: The Influence of RE Kalman, 453

2013

A remark about polynomials with specified local minima and no other critical pointsED SontagarXiv preprint arXiv:1302.0759

2013

Transient dynamic phenotypes as criteria for modelA Hamadeh, B Ingalls, E Sontag

2013

Acceptance Speech of Eduardo D. Sontag for the 2011 IEEE Control Systems Award [People in Control]E SontagIEEE Control Systems 32 (4), 24-25

2012

Remarks on random dynamical systems with inputs and outputs and a small-gain theorem for monotone RDSMM de Freitas, ED SontagarXiv preprint arXiv:1207.1690

2012

Dynamics of Chromatin Silencing at Telomeres: Deterministic and Stochastic AspectsM Apratim, A Dayarian, E Sontag, A SenguptaAPS March Meeting Abstracts

2012

I/O monotone dynamical systemsGA Enciso, E Sontag

2011

Dynamical Systems and Control Theory Inspired by Molecular BiologyE SontagRUTGERS-THE STATE UNIV NEW BRUNSWICK NJ DEPT OF MATHEMATICS

2011

Substrate-Induced Modulation of Signal Transduction NetworksP Jiang, AC Ventura, ED Sontag, SD Merajver, AJ Ninfa, D Del VecchioAmerican Association for the Advancement of Science (AAAS)

2011

Rudolf E. Kalman and His StudentsA Bensoussan, AJ Tether, EW Kamen, Y Rouchaleau,

2010

P Dewilde, ...IEEE CONTROL SYSTEMS MAGAZINE 30 (2), 87-103

Rudolf Kalman as a Ph. D. Adviser [Historical Perspectives]ED SontagIEEE Control Systems 30 (2), 93-94

2010

On persistence of chemical reaction networks with time-dependent kinetics and no global conservation lawsD Angeli, P De Leenheer, ED SontagDecision and Control, 2009 held jointly with the 2009 28th Chinese Control …

2009

Synchronization of interconnected systems with an input-output approach. Part II: State-space result and application to biochemical networksL Scardovi, M Arcak, ED SontagDecision and Control, 2009 held jointly with the 2009 28th Chinese Control …

2009

An algorithm for proving global entrainment and synchronization of biological systemsG Russo, M di Bernardo, ED SontagAutomatica 34, 683-696

2009

A Symbolic 2

Computation Approach to a Problem Involving Multivariate Poisson Distributions (Draft, do not distribute!)ED Sontag, D Zeilberger, HCB Campus

009

Modeling Proximal Tubule Cell Homeostasis: Tracking Changes in Luminal FlowAM Weinstein, ED SontagThe FASEB Journal 22 (1 Supplement), 756.10-756.10

2008

Petri nets tools for the analysis of persistence in chemical networksD Angeli, P De Leenheer, E SontagIFAC Proceedings Volumes 40 (12), 721-726

2007

Passivity-based Stability of InterconnectionED Sontag, M ArcakRecent Advances in Learning and Control 371, 195

2007

Network reconstruction based on quasi-steady state dataED SontagarXiv preprint arXiv:0711.4843

2007

Remarks on Input Classes for Identification of Bilinear SystemsED Sontag, Y Wang, A Megretski

2007

American Control Conference, 2007. ACC'07, 4345-4350

Monotone and near-monotone network structureED SontagarXiv preprints q-bio. MN/0612032 and q-bio. MN/0612033

2007

Connections between diagonal stability and the secant condition for cyclic systemsM Areak, ED SontagAmerican Control Conference, 2006, 6 pp.

2006

Parameter estimation in models combining signal transduction and metabolic pathways: the dependent input approach, Syst BiolED SontagIEE Proceedings-Systems Biology 153 (4), 263

2006

Uniqueness of steady states for a certain chemical reactionL Wang, E SontagarXiv preprint q-bio/0512046

2005

Principles of real-time computing with feedback in generic neural microcircuit modelsW Maass, P Joshi, ED Sontag

2005

A Notion of Passivity Gain and a

20

Generalization of theSecant Condition'for StabilityED SontagIEEE CONFERENCE ON DECISION AND CONTROL 6 (44), 5645-5649

05

A Note on a Monotone Small Gain Theorem, with Applications to Delay SystemsGA Enciso, ED Sontag

2004

On the stability of Murray's testosterone modelGA Enciso, ED SontagarXiv preprint q-bio/0403027

2004

Control of Nonlinear SystemsED SontagRUTGERS-THE STATE UNIV NEW BRUNSWICKNJ DEPT OF MATHEMATICS

2004

Available online at www. sciencedirect. comPA Absil, R Sepulchre, S Ammar, JC Vivalda, D Angeli, P De Leenheer, ...Systems & Control Letters 52, 415-416

2004

Smooth Lyapunov characterization of measurement to error stabilityBP Ingalls, ED SontagUnsolved Problems in Mathematical Systems and Control Theory, 239

2004

Contributed Talks of 20

APPROX-Randomized Approximation Algorithms for Set Multicover Problems with Applications to Reverse Engineering of Protein and Gene Ne...P Berman, B DasGupta, E SontagLecture Notes in Computer Science 3122, 39-50

04

A simple mechanism for balancing at the border of instability with applications to persistent neural activityL Moreau, E SontagarXiv preprint math/0309295

2003

Monotone Systems with Inputs and OutputsD Angeli, ED SontagarXiv preprint q-bio/0309001

2003

OBSERVER DESIGN FOR A CLASS OF NONLINEAR SYSTEMS, WITH APPLICATIONS TO BIOCHEMICAL NETWORKS BY MADALENA CABRAL FERREIRA CHA...ED SontagRutgers, The State University of New Jersey

2003

Testing of ke models in inert and reacting turbulent swirling flowsK Van Maele, B Merci, E DickProceedings of the sixth

2003

national congress on theoretical and applied mechanics

Tuning of bifurcations via feedbackL Moreau, E SONTAG, M ARCAKProceedings of the 22nd Benelux Meeting on Systems and Control

2003

Asymptotic amplitudes, Cauchy gains, an associated small-gain principle, and an application to inhibitory biological feedbackED SontagDecision and Control, 2002, Proceedings of the 41st IEEE Conference on 4 …

2002

An Erratum on Universal construction of feedback laws achieving ISS and integral-ISS disturbance attenuationD Liberzon, ED Sontag, Y Wang

2002

Discussion on ‘State-estimators for Chemical Reaction Networks of Feinberg-Horn-Jackson Zero Deficiency Type’by M. Chaves and ED SontagD Angeli, M Chaves, ED SontagEuropean Journal of Control 4 (8), 360

2002

TECHNICAL NOTES AND

20

CORRESPONDENCE-Correction to" Structure and Stability of Certain Chemical Networks and Applications to the Kinetic Proofreading M...ED SontagIEEE Transactions on Automatic Control 47 (4), 705-705

02

Asymptotic cauchy gains: Definitions and small-gain principleED SontagarXiv preprint math/0112021

2001

Remarks on the Sample Complexity for Linear Control Systems IdentificationP Kuusela, D Ocone, ED SontagIFAC Proceedings Volumes 34 (14), 431-436

2001

Output-Input Stability: A New Variant of the Minimum-Phase Property for Nonlinear SystemsD Liberzon, AS Morse, ED SontagIFAC Proceedings Volumes 34 (6), 711-716

2001

An optimal control theory for sys-tems de ned over finite ringsIVD Blondel, ED Sontag, M Vidyasager, JC Willems

1999

On the equivalence between asymptotic and exponential

199

stability, and between ISS and finite H-infinity gainL Gruene, ED Sontag, F WirthIEEE Conference on Decision and Control, 38 th, Phoenix, AZ, 1220-1225

9

Closed-loop identification and self-tuningJW PoldermanOpen Problems in Mathematical Systems and Control Theory, 171-176

1999

Some new results on finite gain l/sub p/stabilization of discrete-time linear systems subject to actuator saturationX Bao, Z Lin, ED SontagDecision and Control, 1998. Proceedings of the 37th IEEE Conference on 4 …

1998

Nonlinear ControllabilityED SontagMathematical Control Theory, 141-181

1998

Optimality: Value FunctionED SontagMathematical Control Theory, 347-396

1998

Optimality: Minimum-Time for Linear SystemsED SontagMathematical Control Theory, 423-446

1998

Optimality: Multipliers 1

ED SontagMathematical Control Theory, 397-421

998

OutputsED SontagMathematical Control Theory, 261-313

1998

Feedback and StabilizationED SontagMathematical Control Theory, 183-260

1998

Observers and Dynamic FeedbackED SontagMathematical Control Theory, 315-345

1998

Mathematical Theory of Neural NetworksE Sontag, H SussmannRUTGERS-THE STATE UNIV NEW BRUNSWICKNJ

1997

A notion of discontinuous feedbackYS Ledyaev, ED SontagControl Using Logic-Based Switching, 97-103

1997

Articles 1–600

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