Computation in neural networks

Table of contents

Computation in neural networks

Calculating a function

Types of networks & functions

Types of networks

Classification

Generalization

Regression = generalization

Clustering

Slide 9

Classification - discrete

Slide 11

Classification in Perceptron

Effe tussendoor…

Classification in 2 dimensions

Discriminant Analysis

Generalization = Regression

Perceptron with linear activation rule

Multivariate Multiple Linear Regression

Linear vs. nonlinear regression

Multi-Layer Perceptron

Overfitting

Slide 22

Conclusions

Author: M. Meeter

E-mail: m@meeter.nl

Homepage: http://www.neuromod.org/connectionism2002

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