https://github.com/synsense/rockpool

A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
https://github.com/synsense/rockpool

deployment jax machine-learning neuromorphic pytorch snn

Last synced: 2 months ago
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A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

• Host: GitHub
• URL: https://github.com/synsense/rockpool
• Owner: synsense
• License: agpl-3.0
• Created: 2021-09-09T15:44:24.000Z (almost 3 years ago)
• Default Branch: develop
• Last Pushed: 2024-01-24T10:36:19.000Z (5 months ago)
• Last Synced: 2024-03-23T16:23:06.114Z (3 months ago)
• Topics: deployment, jax, machine-learning, neuromorphic, pytorch, snn
• Language: Python
• Homepage: https://rockpool.ai
• Size: 695 MB
• Stars: 41
• Watchers: 3
• Forks: 12
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE

Lists

• awesome-machine-learning - Rockpool - A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Rockpool - A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Rockpool - A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Rockpool - A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware. (Python / General-Purpose Machine Learning)