university of san diego ucsd
DESCRIPTION
Biologically Inspired Intelligence: the new solution from semantic system agTRANSCRIPT
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
semantic system ag
Technology Vendor for Biologically Inspired
Intelligence
semantic system agZurich-Switzerland
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
• semantic system ag• General Introduction• ai-oneTM, the new approach• Benefits of the new approach• Business model of the new approach• Outlook
Agenda
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Founded: Dec. 2002, private limited company
Management: Walter Diggelmann CEO (1960)
Thomas Diggelmann CTO (1984)
Manfred Hoffleisch Head of R&D (1949)
Team: 3 engineers, core team
4 freelance engineers/consultants
Focus: Vendor for basic technologies
Sales Model: OEM license deals
Head Offices: Zürich, Switzerland
US Offices: San Diego, CA in planning
The Company
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
• semantic system ag• General Introduction• ai-oneTM, the new approach• Benefits of the new approach• Business model of the new approach• Outlook
Agenda
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
The Semantic Wave | WEB 3.0
Mills Davis.. a multi billiondollar market…
The Market Request
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Today200519951985
New Computing
Traditional Computing
2009
The Technology Request
Evolution and speed in semiconductor development
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
• the rules are the knowledge and the code
• but knowledge acquisition is the bottleneck
• the network is the knowledge and the code
• automatic learning and adaptation
© Copyright by semantic system ag
< 1990 1990 1995
The Road MapThe Road MapFrom Formal Data Processing to Biologically Inspired IntelligenceFrom Formal Data Processing to Biologically Inspired Intelligence
Historical Advanced
• separation of data from code
• dumb data• intelligent code
BII (Biologically Inspired Intelligence)
Biologically Inspired Intelligence
2009 <
The Intelligence QuestThe Intelligence Quest
VisionaryInnovative
Neural NetworksRule-Based
SystemsTraditional Data
Processing
• self-optimized• self-controlled• autonomic learning • self-generalizing • multiple higher-order concept recognition
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
• semantic system ag• General Introduction• ai-oneTM, the new approach• Benefits of the new approach• Business model of the new approach• Outlook
Agenda
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
ai-one™ approach Known problems with the existing neural approach
• Over learning• Resources problem• Uncontrolled fuzziness• Random results• Not discrete• Confusing thresholds and layers• Pre-setups and configurations
Old vs. New
BII (Biologically Inspired Intelligence)
• Solved …………………... >• Solved …………………... >• Solved …………………... >• Solved …………………... >• Solved …………………... >• Solved …………………... >• Solved …………………... >
Solving all the problems of the existing neural concepts Solving all the problems of the existing neural concepts enables us to shift the old computer paradigm to:enables us to shift the old computer paradigm to:
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Old Computing Paradigm:•Data is dumb•Programs are intelligent
New Computing Paradigm:•Data contains intrinsic information•Programs are used for communicating between humans and the machine•The intelligence in computing is found in the dialog (interaction) between the user and data
The Paradigm Change
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
The USP of the ai-oneTM Approach
• Self-optimized information processing Self-optimized information processing • Self-controlled content organizationSelf-controlled content organization• Multiple higher-order concept formationMultiple higher-order concept formation• Autonomic learning via multiple context recognition Autonomic learning via multiple context recognition • Self-generalizing of learned conceptsSelf-generalizing of learned concepts
Biologically inspired Biologically inspired intelligence in computingintelligence in computingLeads to:Leads to:
Total control and understanding the behavior of Total control and understanding the behavior of the neural cells in the holosemantic data space the neural cells in the holosemantic data space
ai-one™ the easy way of making intelligent applications
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Donald. O. HebbFrank Rosenblatt
Neural TraditionalJohn von Neumann
Harvard Concept
Both strategies did not solve the challenge of dynamic Both strategies did not solve the challenge of dynamic and self-controlled generalizing information concepts and self-controlled generalizing information concepts
for further application, so far…for further application, so far…
The Traditional Approach
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Neural Traditional
ai-one™
The holosemantic data space enhances and enables formal computing with semantic,
associative and semiotic functions!
We call it: Biologically Inspired Intelligence
The USP of the ai-oneTM Approach
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
… recognizing the content… understanding the meaning and
generalizing its application… deciding about its importance… knowing what to do with this
learned information
…ai-one™ – the next evolution stage in ICT?
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2007
• semantic system ag• General Introduction• ai-oneTM, the new approach• Benefits of the new approach• Business model of the new approach• Outlook
Agenda
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
PNL-Matcher Powered by ai-oneTM Airline companies are required to check the PNL
(Passenger name List) of the different flights against the different lists. semantic system ag supplied one of the the largest airlines ground handling services company with the PNL-Matcher, which is used at the JFK, FRA, ZHR airports to match the different lists .
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
DR-Robot Powered by ai-oneTM
Intelligent dialogue robot for training and education with an interface in natural language
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Without any prior processing of the data ai-oneTM is able to separate noise from significant patterns and find exclusive anomalies in time correlated value chains.
Graphalizer Powered by ai-oneTM
Intelligent recognition of patterns in time related value chains
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
ASTISTM Powered by ai-oneTM
Automatic shoe track information system
For recognition and matching of crime scene shoe prints
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Crime scene patterns always are in low quality, particularly shoe prints! Due to its ability to generalize by understanding the multiple higher-order concept formation, ASTIS™ is the first application worldwide which offers a solution to this task.
ASTISTM Powered by ai-oneTM
Why ASTIS™ beats the the competition:
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
UltraMatchTM Powered by ai-oneTM
Why ASTIS™ beats the the competition:SignaturesHandwriting Ballistic PatternBlood PatternTool Pattern
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Skin-Matcher Powered by ai-oneTM
Linoan AG is developing a handheld device to scan skin patches of clients. These scans are the basis for analyzing the skin type. The skin type then is converted into a profile and can be used to find the adequate cosmetic therapy. Hereby the profile is matched against cosmetic products and the system recommends the optimal treatment.
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
• semantic system ag• General Introduction• ai-oneTM, the new approach• Benefits of the new approach• Business model of the new approach• Outlook
Agenda
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2007
By using the ai-one™ application programming interface (API) and the libraries, engineers and application designers will save a lot of time and effort to produce their intelligent applications. Furthermore, these will feature the new superior biologically inspired intelligence .
ai-one™ the easy way of making intelligent applications
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
ai-one™ API / LIBai-one™ API / LIB
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Huge Marketsai-one™
Technology
UltraMatch™Imaging
Topic-Mapper™ Data & Language
ai-one™
Biometrics Forensics Cosmetics
Medical
ASTIS™
Ballistics
Tool tracks
Tire tracks
Fingerprint
Face
Signature
Retina
AFIS
DNA
Skin
Radiology
other
other
other
other
SEARCH
Web 3.0
SEARCH
Semantic
Semiotic
Data Mining
KM/AI
Coporate
ai-one™
Robotics
ai-one™ in combination with UltraMatch™ is the biologically inspired intelligence API & library for imaging
ai-one™ in combination with Topic -Mapper™ is the biologically
inspired intelligence API & library for data &
language
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
3 integration levels
End-users: multiple branches and verticals
Level 1
Level 2
Level 3Solution Consulting
Solution Providers
Application Vendors
Database Vendors
Software Vendors (OS)
Hardware Vendors
semantic system ag
The Licensing Model
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
• semantic system ag• General Introduction• ai-oneTM, the new approach• Benefits of the new approach• Business model of the new approach• Outlook
Agenda
BII (Biologically Inspired Intelligence)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
Science
ai-one™ Outlookai-one™ Outlook
BII (Biologically Inspired Intelligence)
Software Hardware
… Partners in the US ?
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
semantic system ag
Thank You!
semantic system agZurich-Switzerland