Major Classes of
Neural Networks
Hicham Chaoui, Ph.D.
Chapter 2
Major Classes of Neural Networks
Hopfield Network
Lecture notes of ECE6900: Intelligent Systems Design
Topology
Discrete Hopfield
Network
Weight Initialization
Applications of
Hopfield Networ
Major Classes of
Neural Networks
Hicham Chaoui, Ph.D.
Chapter 2
Major Classes of Neural Networks
Radial Basis Function Networks
Lecture notes of ECE6900: Intelligent Systems Design
Radial Basis Function
Networks
Hicham Chaoui, Ph.D.
Electrical and Compute
Major Classes of
Neural Networks
Hicham Chaoui, Ph.D.
Chapter 2
Major Classes of Neural Networks
Multi-Layer Perceptron
Lecture notes of ECE6900: Intelligent Systems Design
Topology
Backpropagation
Learning Algorithm
Example
Momentum
Applications and
limi
Major Classes of
Neural Networks
Hicham Chaoui, Ph.D.
Chapter 2
Major Classes of Neural Networks
Kohonen Self-Organizing Network
Lecture notes of ECE6900: Intelligent Systems Design
Kohonen
Self-Organizing
Network
Hicham Chaoui, Ph.D.
Electrical and Compu
Fundamentals of
Artificial Neural
Networks
Chapter 1
Hicham Chaoui, Ph.D.
Fundamentals of Artificial Neural Networks
Lecture notes of ECE6900: Intelligent Systems Design
Introduction
Features
Fundamentals
Hicham Chaoui, Ph.D.
Electrical and Computer Engin
Finite Fields
Basic Definitions
A group is a set G with a binary operation (i.e., a function from
GG into G) such that:
1) The operation is associative, a(bc) = (ab)c a,b,c G.
2) There exists an identity element e, ae = ea = a a G.
-1
-1
-1
3) Each elemen
ECE 6900 Special Problems in Electrical
Engineering: Security and privacy preservation for
wireless networks
Chapter 0: Important information
Dr. Mohamed Mahmoud
http:/iweb.tntech.edu/mmahmoud/
[email protected]
Instructor:
Office:
lab:
E-mail:
Webpage: