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Sinabs Is Not A Brain Simulator#

It’s a deep learning library based on PyTorch for spiking neural networks, with a focus on simplicity, fast training and extendability. Sinabs works well for Vision models because of its support for weight transfer. If you’re looking to work with audio data or different backends, be sure to check out Rockpool as well.

Getting started#



  • Deploying models to neuromorphic hardware: Sinabs-DynapCNN.

  • Training feed-forward models 10x faster: EXODUS.

API reference#