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Detailed examples using ADALINE (Adaptive Linear Element), an early single-layer neural network.

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ADALINE Examples

Create conda env to reproduce examples

  • My condaenv was named ieee. Change it as you prefer.
conda env create --file environment.yml

Detailed Adaline Learning Process

Using Delta Rule for updating weights on a very simple scenario where error surface is parabolic and can be visualized in three dimensions.

Linear Combination of Non-Linear Function

Using Adaline weights to approximate the coefficients of a linear combination of non-linear functions.

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Detailed examples using ADALINE (Adaptive Linear Element), an early single-layer neural network.

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