artificialintelligence
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AITRANSCRIPT
Creating Innovative Solutions
www.solutions4u-asia.com
Course Highlights
Artificial Intelligence (AI) may be regarded as an
attempt to understand the processes of perception and
reasoning that underlie successful problem solving and
to incorporate the result of this research in effective
computer programs. At present, AI is largely a collection
of sophisticated programming technique that seek to
develop systems that attempt to mimic human
intelligence without claiming an understanding of the
underlying processes involved.
Artificial Intelligence (AI) can offer may advantages over
traditional methods, such as statistical analysis,
particularly where the data exhibits some form of
non-linearity. Some existing application of spatial analy-
sis and modeling techniques includes artificial neural
networks and rule-based system fuzzy logic .
Neural Network are biologically inspired and it is based
on a loose analogy of the presumed working of a brain.
However, if the working of the human brain are to be
simulated using Neural Network, clearly, drastic
simplifications must be adopted.
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Artificial Intelligence: Neural Network & Fuzzy Logic Fundamentals Concept & Techniques
The power of the human brain is a function of its ability
to efficiently process imprecise information. To introduce
this Fuzzy logic to a computational setting, the critical
elements are not numbers but fuzzy sets. Which allow for
quick processing of information by association of vaguely
similar patterns while providing the mean to deal
scientifically with subjectivity. This method has an
advantage over Boolean logic in that it mimics complex
human reasoning in order to arrive at realistic
conclusions about the imprecise and often fuzzy nature
of reality.
Course Objectives
“Artificial Intelligence: Neural Networks and Fuzzy Logic
Fundamentals” is a two days workshop that focus on
fundamental concepts and techniques for approaching
artificial intelligence.
This course will first discusses the fundamental principle
of neural network and fuzzy logic, and then gives insight
to tools available in MATLAB & SIMULINK to solve the
complex and dynamic real-world problems. Numerous
examples will be given to support the discussed theory.
Who Must Attend
Researchers, Lecturers, Scientists, Engineers and
Managers that would want to use or plan to use artificial
Intelligence, and to learn the fundamental knowledge in
neural network and fuzzy logic using MATLAB.
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Course Agenda
Day 1 Neural network concepts Introduction to Neural Network
Simple neuron model
Representation of neural network in MATLAB
Types of learning methods
Introduction to gradient descent
The Steepest Descent algorithm
The Back-propagation algorithm Types of neural network
Perceptrons Architecture
Training of Perceptrons Architecture of Linear Networks
The Widow-Hoff Learning Algorithms
Back-propagation Network Architecture
Training algorithms
Pre and Post processing Competitive Learning
Self-Organizing Feature Map
Application examples Case Study on Neural Network
Day 2: Fuzzy logic concepts
Introduction to Fuzzy Logic
Fuzzy sets Membership functions
Logical operations
If-Then rules Fuzzy inference systems (FIS)
Introduction to FIS
Building FIS with Fuzzy GUI
Working from the command line
Application examples Adaptive Neural-Fuzzy inference systems (ANFIS)
Sugeno-Type Fuzzy inference The ANFIS editor GUI
Working from the command line
Application examples Case Study on Fuzzy Logic
Please REGISTER Me for the Programme(s) indicated above:
Compulsory Information:
Artificial Intelligence: Neural Networks & Fuzzy Logic Fundamental Date: 17 - 18 MAY 2016 (TUE & WED)
Fees: RM 2,200 per participant + GST
10% for early bird discount ( Before 17 APR 15)
10% discount for 3 concurrent registration
How do you know about this training?
Referrals Direct Mail
Newsletter Others______________
Solutions 4U (S4U) is a leading provider of quality software products and hardware solutions and training services in Malaysia and Singapore. We provide a portfolio of course designed to meet your learning needs. These include a full engineering and technical curriculum courses.
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Creating Innovative Solutions
A Two Days Practical Hands-On Workshop
About Us
www.solutions4u-asia.com Artificial Intelligence: Neural Networks & Fuzzy-Logic Fundamentals
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