https://github.com/syntapy/normad

Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.
https://github.com/syntapy/normad

Last synced: 22 days ago
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Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.

• Host: GitHub
• URL: https://github.com/syntapy/normad
• Owner: syntapy
• Created: 2015-10-13T21:57:29.000Z (about 9 years ago)
• Default Branch: tempotron
• Last Pushed: 2023-02-10T20:33:49.000Z (almost 2 years ago)
• Last Synced: 2023-07-02T02:10:58.132Z (over 1 year ago)
• Language: Python
• Size: 717 KB
• Stars: 10
• Watchers: 2
• Forks: 6
• Open Issues: 8
• Metadata Files:
  • Readme: README.md

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README

        
# normad

Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.

A two layer spiking neural network (leaky integrate and fire neurons) using the ReSuMe supervised learning rule.

The network reads images from the MNIST database and attempts to classify them. Development is still in progress.

Initially the normad supervised learning rule was also implemented for this, and that may be used later.