bnns online with Winfy

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

Quick description about bnns:

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.
Categories: