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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

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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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A Two Days Practical Hands-On Workshop

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www.solutions4u-asia.com Artificial Intelligence: Neural Networks & Fuzzy-Logic Fundamentals

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