CS6759 Course Outline

Artificial Neural Networks

COURSE DESCRIPTION

This course introduces and relates the basic concept of neural networks. The course will provide a current and coherent view of artificial neural networks. The neural net algorithms will be discussed to understand contemporary neurocomputing technology. It emphasizes mathematical analysis of neural networks, methods for training networks, and application of networks to practical problems. Neural network implementation will be discussed to understand contemporary neurocomputing and soft-computing techniques. Students in computer science, engineering, and behavioral science can obtain immediate benefits to visualize new approaches and interdisciplinary perspectives.

Course Note: see /usr/local/pub/cs/cs6759

REFERENCE BOOK:

GRADING SCHEMA

Lab/Assignment 30%

Research Survey and Presentation 10%

Term Project /Presentation 30%

Final Exam 30%