Description

Introduction to basic concepts of neural networks. The basic neuron. The multiplayer perception. Artificial neural networks: applications, learning, and architecture. Competitive neural networks. Kohonen self-organizing networks. Adaptive reasoning theory (ART). Hop field neural networks. Neural networks implementation. Neural networks applications. Introduction to MATLAB environment. Single perception, Multiplayer perception, Competitive networks, Kohonen networks, ART networks, And Hop field networks using MATLAB.

Program

Bachelor Degree in Computer Engineering

Objectives

• This course will provide students with detailed skills to use Artificial neural networks for solving many types of engineering problems such as mapping, clustering, and constrained optimization, in such areas as pattern recognition, signal processing, and control systems.