bnns to run in windows online over linux online

We have hosted the application bnns to run in windows online over linux online in order to run this application in our online workstations with Wine or directly.

Quick description about bnns to run in windows online over linux online:

BNNS is a research tool for interactive training of artificial neural networks based on the Response Function Plots visualization method. It enables users to simulate, visualize and interact in the learning process of a Multi-Layer Perceptron on tasks which have a 2D character. Tasks like the famous two-spirals task or classification of satellite image data.

Features:

• Reset of weights connected to a neuron
• Freeze/Unfreeze of weights connected to a neuron
• Basic support for scaling of RFPs, preview of RFP in its native size
• Preview of conflicts between output layer neurons
• Preview of error energy on output layer
• Preview of Training/Testing patterns
• Sigmoidal/Softmax activation on output layer
• Logging of MSE and of the sum of output layer responses
• Perl script to prepare bnns patterns from PGM data
• Perl script to prepare bnns patterns from Boston Remote Sensing Testbed data
• Maintained User Manual

Audience: Science/Research.
User interface: X Window System (X11), Console/Terminal.
Programming Language: Perl, C.

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