Introduction to Neural Networks Using MATLAB 6.0 (often referred to with version 6.0 or later editions). Author: S. Sivanandam (typically alongside S. N. Deepa). Publisher: Tata McGraw-Hill Education. Target Audience: Undergraduate/Postgraduate engineering students (CS, ECE, EE), researchers, and practitioners.
The book is structured to guide beginners from biological inspiration to complex artificial models: Fundamentals Introduction to Neural Networks Using MATLAB 6
: Utilize the train command to minimize errors over multiple epochs. and industrial diagnostics. W = [0.1
: Applied in robotics, communication, and industrial diagnostics. eta = 0.1
W = [0.1, 0.2]; % Small random weights b = 0.1; eta = 0.1; % Learning rate