Add Hoyer neural and related layers for Hoyer training - Githubissues

lava-nc / lava-dl

Deep Learning library for Lava

https://lava-nc.org

BSD 3-Clause "New" or "Revised" License

149 stars 71 forks source link

Add Hoyer neural and related layers for Hoyer training #292

Open zeyuliu1037 opened 6 months ago

zeyuliu1037 commented 6 months ago

Issue Number:

Objective of pull request:

Pull request checklist

Your PR fulfills the following requirements:

[ ] Issue created that explains the change and why it's needed
[x] Tests are part of the PR (for bug fixes / features)
[x] Docs reviewed and added / updated if needed (for bug fixes / features)
[x] PR conforms to Coding Conventions
[ ] PR applys BSD 3-clause or LGPL2.1+ Licenses to all code files
[ ] Lint (flakeheaven lint src/lava tests/) and (bandit -r src/lava/.) pass locally
[ ] Build tests (pytest) passes locally

Pull request type

Please check your PR type:

[ ] Bugfix
[x] Feature
[ ] Code style update (formatting, renaming)
[ ] Refactoring (no functional changes, no api changes)
[ ] Build related changes
[ ] Documentation changes
[ ] Other (please describe):

What is the current behavior?

None

What is the new behavior?

Add Hoyer Cuba neuron for Hoyer regularized training which can make SNN achieve comparable performance with ultra-low lantency.

Does this introduce a breaking change?

[ ] Yes
[x] No

Supplemental information