bnns 2.0.1
Free Version
Publisher 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
About bnns
bnns is a free software published in the Reference Tools list of programs, part of Education.
This Reference Tools program is available in English. It was last updated on 19 March, 2024. bnns is compatible with the following operating systems: Linux, Mac, Windows.
The company that develops bnns is uzakmat. The latest version released by its developer is 2.0.1. This version was rated by 1 users of our site and has an average rating of 3.0.
The download we have available for bnns has a file size of 2.11 MB. Just click the green Download button above to start the downloading process. The program is listed on our website since 2014-05-12 and was downloaded 155 times. We have already checked if the download link is safe, however for your own protection we recommend that you scan the downloaded software with your antivirus. Your antivirus may detect the bnns as malware if the download link is broken.
How to install bnns on your Windows device:
- Click on the Download button on our website. This will start the download from the website of the developer.
- Once the bnns is downloaded click on it to start the setup process (assuming you are on a desktop computer).
- When the installation is finished you should be able to see and run the program.
