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@Efficient-Scalable-Machine-Learning

ESML

Efficient Scalable Machine Learning group (Ruhr University Bochum & Royal Hollway University of London)

Pinned

  1. event-ssm event-ssm Public

    Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"

    Python 6 1

  2. EvNN EvNN Public

    Event-based neural networks

    Python 24 2

  3. beyond-weights beyond-weights Public

    Implementation of pure synaptic-delay training of spiking neural networks (based on SLAYER)

    Python 3

  4. DeepRewire DeepRewire Public

    Easily create and optimize PyTorch networks as in the Deep Rewiring paper (https://igi-web.tugraz.at/PDF/241.pdf). Install using 'pip install deep_rewire'

    Python 1

Repositories

Showing 5 of 5 repositories
  • ICONS-2024-Hands-On Public

    This repository provides the code for the hands-on session of our tutorial on generalized neuromorphic neural architectures at the International Conference on Neuromorphic Systems (ICONS) 2024, Arlington, VA.

    Efficient-Scalable-Machine-Learning/ICONS-2024-Hands-On’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Aug 2, 2024
  • DeepRewire Public

    Easily create and optimize PyTorch networks as in the Deep Rewiring paper (https://igi-web.tugraz.at/PDF/241.pdf). Install using 'pip install deep_rewire'

    Efficient-Scalable-Machine-Learning/DeepRewire’s past year of commit activity
    Python 1 MIT 0 1 0 Updated Jul 23, 2024
  • EvNN Public

    Event-based neural networks

    Efficient-Scalable-Machine-Learning/EvNN’s past year of commit activity
    Python 24 Apache-2.0 2 1 0 Updated Jul 7, 2024
  • event-ssm Public

    Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"

    Efficient-Scalable-Machine-Learning/event-ssm’s past year of commit activity
    Python 6 MIT 1 0 0 Updated Jun 11, 2024
  • beyond-weights Public

    Implementation of pure synaptic-delay training of spiking neural networks (based on SLAYER)

    Efficient-Scalable-Machine-Learning/beyond-weights’s past year of commit activity
    Python 3 GPL-3.0 0 0 0 Updated Aug 2, 2023

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