Repositories list

• SEENN

  Public
  Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)

  Python

  •

  MIT License

  •1•11•0•0•Updated Nov 18, 2024Nov 18, 2024

• TesseraQ

  Public
  Python

  •

  Apache License 2.0

  •2•18•2•0•Updated Oct 31, 2024Oct 31, 2024

• ReSpike

  Public
  Code for ReSpike.

  Python

  •4•0•0•0•Updated Oct 10, 2024Oct 10, 2024

• OneStagePCL

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Sep 17, 2024Sep 17, 2024

• LoAS

  Public
  0•0•0•0•Updated Sep 12, 2024Sep 12, 2024

• PIVOT

  Public
  Python

  •

  MIT License

  •0•4•0•0•Updated Jun 21, 2024Jun 21, 2024

• XPert

  Public
  C++

  •3•3•0•0•Updated Jan 6, 2024Jan 6, 2024

• SpikeSim

  Public
  Python

  •

  MIT License

  •5•32•0•0•Updated Jan 1, 2024Jan 1, 2024

• u-Ticket-Pruning

  Public
  workload balanced LTH-based pruning for SNNs

  0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

• SkipResConnection

  Public
  Python

  •0•2•0•0•Updated Nov 16, 2023Nov 16, 2023

• MINT-Quantization

  Public
  MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024

  0•1•0•0•Updated Nov 3, 2023Nov 3, 2023

• Rate-vs-Direct

  Public
  [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS

  Python

  •2•19•0•1•Updated Sep 26, 2023Sep 26, 2023

• SATA

  Public
  An energy simulation framework for BPTT-based SNN inference and training.

  C++

  •

  MIT License

  •0•14•0•0•Updated Sep 6, 2023Sep 6, 2023

• EfficientLIF-Net

  Public
  Python

  •0•7•0•0•Updated May 26, 2023May 26, 2023

• SNNCKA

  Public
  Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)

  Python

  •

  MIT License

  •2•12•1•0•Updated Apr 25, 2023Apr 25, 2023

• NDA_SNN

  Public
  Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.

  Python

  •

  MIT License

  •10•36•2•0•Updated Dec 12, 2022Dec 12, 2022

• SNN_HAR

  Public
  Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.

  Python

  •

  MIT License

  •4•17•2•0•Updated Dec 11, 2022Dec 11, 2022

• SNN-Segmentation

  Public
  Python

  •2•15•2•0•Updated Nov 26, 2022Nov 26, 2022

• Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-Networks

  Public
  PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)

  Python

  •2•25•0•0•Updated Nov 25, 2022Nov 25, 2022

• Neural-Architecture-Search-for-Spiking-Neural-Networks

  Public
  Neural Architecture Search for Spiking Neural Networks, ECCV2022

  Python

  •9•66•3•0•Updated Jul 19, 2022Jul 19, 2022

• Exploring-Lottery-Ticket-Hypothesis-in-SNNs

  Public
  Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)

  Python

  •5•32•1•0•Updated Jul 18, 2022Jul 18, 2022

• Energy-Separation-Training

  Public
  Python

  •

  MIT License

  •1•3•1•0•Updated May 13, 2022May 13, 2022

• PrivateSNN

  Public
  [AAAI 2022] PrivateSNN: Fully Privacy-Preserving Spiking Neural Networks. https://arxiv.org/abs/2104.03414

  Python

  •1•7•1•0•Updated Feb 7, 2022Feb 7, 2022

• Visual-Explanations-from-Spiking-Neural-Networks-using-Interspike-Intervals

  Public
  Visual explanations from spiking neural networks using inter-spike intervals. Sci Rep 11, 19037 (2021).

  Python

  •1•6•1•0•Updated Nov 28, 2021Nov 28, 2021

• BNTT-Batch-Normalization-Through-Time

  Public
  BNTT - Frontiers in Neuroscience (2021)

  Python

  •7•47•0•0•Updated Nov 11, 2021Nov 11, 2021

• DetectX

  Public
  Python

  •

  MIT License

  •0•2•0•0•Updated Oct 7, 2021Oct 7, 2021

• FedSNN

  Public
  Source code for the paper "Federated Learning with Spiking Neural Networks".

  spiking-neural-networksfederated-learning

  Python

  •

  MIT License

  •9•37•0•0•Updated Oct 7, 2021Oct 7, 2021