bnns download for Windows

This is the Windows 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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Wine is a way to run Windows software on Linux, but with no Windows required. Wine is an open-source Windows compatibility layer that can run Windows programs directly on any Linux desktop. Essentially, Wine is trying to re-implement enough of Windows from scratch so that it can run all those Windows applications without actually needing Windows.

SCREENSHOTS:


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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