Starten

Decision Function g(x)

Perceptron Nonlinearities

The Perceptron

Linear Discriminant Functions

Perceptron

Perceptron Criterion Function

Linearly Separable Samples and the Solution Region in Weight Space

Finding a Solution Region by Gradient Search

Perceptron Learning

Variations

Effect of the Margin on the Solution Region

Nonseparable behavior

Network of Neurons/ Multi-Layer Perceptron

Connectionist Units

Training the MLP by Error Back-Propagation

Backpropagation of Error

Derivative dy/dx

Neural Network Demo