Neural Network Designer

Developer: Andreas Miller

Current Version: 3.3

Last Updated: 21 hours ago

Download Size: 5.2 MB - Download

Description:

Neural Network Designer is a visual editor for designing networks based on the artificial neuron, the Perceptron. The application renders all design elements on a continuous basis, and can be used to test various design ideas on theoretical networks to see how the networks will perform.

Designing neural networks with Neural Network Designer is as simple as point-and -click. The networks are calculated and rendered automatically when given input. The outputs can be charted to oscilloscope.

Neural Network Designer is a work in progress.

One of the challenges ahead for Neural Network Designer is to mix back-propagation training with recurrent, or looped, network connectivity, and to introduce multidimensional arrays of perceptrons.

Currently, simple networks can be assembled with Neural Network Designer into arbitrary configurations, while the network is also simultaneously iterated from its input data.

Network learning is accomplished by input-output, point-to-point back-propogation.

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Release Notes:

New in version 3.3:

1) A new mixer control has been added that allows signals to be gain adjusted, just like an audio mixing console. The number of channels to input or output is determined at the time of linkage. The minimum and maximum gain adjustment values can be customized.

2) Repair of a bug in the light array component, where the minimum value is now properly scaled.

3) Stability improvements and bug fixes

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