scilab-ann

Scilab module for artificial neural networks

Description

This module implements artificial neural networks capabilities into the Scilab language. Current features are:

* Only layered feedforward networks are supported *directly* at the moment

(for others use the "hooks" provided)

* Unlimited number of layers

* Unlimited number of neurons per each layer separately

* User defined activation function (defaults to logistic)

* User defined error function (defaults to SSE)

* Algorithms implemented so far:

* standard (vanilla) with or without bias, on-line or batch

* momentum with or without bias, on-line or batch

* SuperSAB with or without bias, on-line or batch

* Conjugate gradients

* Jacobian computation

* Computation of result of multiplication between "vector" and Hessian

* Some helper functions provided

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