This is the Linux app named bnns whose latest release can be downloaded as bnns-2.0.1.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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bnns
DESCRIPTION
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
This is an application that can also be fetched from https://sourceforge.net/projects/bnns/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
