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Project Description

SigmaPi is a simulator for recurrent neural networks of arbitrary topology. It uses the LSTM neuron model, and implements a training algorithm based on RTRL with some extensions taken from RProp.

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2002-05-12 10:36
0.4

A Flat Spot Elimination technique is now included.
Tags: Minor feature enhancements

2002-05-09 05:48
0.3

Neuron output noise, global learning rate scaling, and reduced memory consumption.
Tags: Minor feature enhancements

2002-05-05 05:32
0.2

A more comfortable user interface, a new validation signal, new neuron icons, minor bugfixes, easier changing of training parameters, and use of the 'Gradient Squashing' technique.
Tags: Minor feature enhancements

Project Resources