Neural Networks Using Matlab 6.0 .pdf Link | Introduction To

Choosing an architecture and initialising it in MATLAB.

[X1, X2] = meshgrid(-5:0.5:5); W = [X1(:) X2(:)]; % Example weight space exploration % ... [PDF would then show contour plots of error] introduction to neural networks using matlab 6.0 .pdf

Workflow for Neural Network Design - MATLAB & Simulink - MathWorks Choosing an architecture and initialising it in MATLAB

Introduction to Neural Networks Using MATLAB 6.0 - MathWorks X2] = meshgrid(-5:0.5:5)

net = newff([0 1; -1 1], [5 1], 'tansig' 'purelin', 'trainlm');

The book typically starts with a single perceptron. In MATLAB 6.0 syntax, defining a simple neuron looked like this:

Functions like Sigmoidal or Threshold that determine a neuron's output based on its input.