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    33 repositories

    • Memba

      Public
      PyTorch Implementation of Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba (ICLR 2026)
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Apr 5, 2026Apr 5, 2026

    • MINT-Quantization

      Public
      MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024
      Python
      •0•1•0•0•Updated Mar 24, 2026Mar 24, 2026

    • u-Ticket-Pruning

      Public
      workload balanced LTH-based pruning for SNNs
      Python
      •0•0•0•0•Updated Mar 24, 2026Mar 24, 2026

    • LoAS

      Public
      Python
      •0•0•0•0•Updated Mar 24, 2026Mar 24, 2026

    • DuoGPT

      Public
      Code implementation of DuoGPT (NeurIPS 2025, https://arxiv.org/abs/2506.20194)
      Python
      •0•6•0•0•Updated Mar 24, 2026Mar 24, 2026

    • MD-SNN

      Public
      PyTorch Implementation of MD-SNN: Membrane Potential-aware Distillation on Quantized Spiking Neural Network (DATE 2026)
      Python
      •0•1•0•0•Updated Feb 23, 2026Feb 23, 2026

    • event2vec

      Public
      Python
      •2•23•1•0•Updated Jan 27, 2026Jan 27, 2026

    • GPTAQ

      Public
      Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)
      Python
      •5•88•1•0•Updated Jul 28, 2025Jul 28, 2025

    • STAtten

      Public
      PyTorch Implementation of Spiking Transformer with Spatial-Temporal Attention (CVPR 2025)
      Python
      •
      MIT License
      •12•72•0•0•Updated Jun 7, 2025Jun 7, 2025

    • SEENN

      Public
      Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)
      Python
      •
      MIT License
      •3•18•1•0•Updated Nov 18, 2024Nov 18, 2024

    • TesseraQ

      Public
      Python
      •
      Apache License 2.0
      •4•25•3•0•Updated Oct 31, 2024Oct 31, 2024

    • ReSpike

      Public
      Code for ReSpike.
      Python
      •6•1•0•0•Updated Oct 10, 2024Oct 10, 2024

    • OneStagePCL

      Public
      Python
      •
      MIT License
      •2•0•1•0•Updated Sep 17, 2024Sep 17, 2024

    • PIVOT

      Public
      Python
      •
      MIT License
      •0•4•0•0•Updated Jun 21, 2024Jun 21, 2024

    • XPert

      Public
      C++
      •3•5•0•0•Updated Jan 6, 2024Jan 6, 2024

    • SpikeSim

      Public
      Python
      •
      MIT License
      •11•44•1•0•Updated Jan 1, 2024Jan 1, 2024

    • SkipResConnection

      Public
      Python
      •1•2•0•0•Updated Nov 16, 2023Nov 16, 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•20•0•1•Updated Sep 26, 2023Sep 26, 2023

    • SATA

      Public
      An energy simulation framework for BPTT-based SNN inference and training.
      C++
      •
      MIT License
      •1•17•0•0•Updated Sep 6, 2023Sep 6, 2023

    • EfficientLIF-Net

      Public
      Python
      •0•8•0•0•Updated May 26, 2023May 26, 2023

    • SNNCKA

      Public
      Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)
      Python
      •
      MIT License
      •3•13•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
      •12•44•2•0•Updated Dec 12, 2022Dec 12, 2022

    • SNN_HAR

      Public
      Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.
      Python
      •
      MIT License
      •5•20•2•0•Updated Dec 11, 2022Dec 11, 2022

    • SNN-Segmentation

      Public
      Python
      •2•20•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•30•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
      •13•73•5•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
      •6•36•1•0•Updated Jul 18, 2022Jul 18, 2022

    • Energy-Separation-Training

      Public
      Python
      •
      MIT License
      •1•4•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
      •2•9•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
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