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bnns download for Linux

Free download bnns Linux app to run online in Ubuntu online, Fedora online or Debian online

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.

Download and run online this app named bnns with OnWorks for free.

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- 3. Upload this application in such filemanager.

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- 6. Download the application, install it and run it.

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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

Visualization, Artificial Intelligence, Machine Learning

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.


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