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@Intelligent-Computing-Lab-Yale

Intelligent Computing Lab at Yale University

Popular repositories Loading

  1. Neural-Architecture-Search-for-Spiking-Neural-Networks Neural-Architecture-Search-for-Spiking-Neural-Networks Public

    Neural Architecture Search for Spiking Neural Networks, ECCV2022

    Python 57 8

  2. BNTT-Batch-Normalization-Through-Time BNTT-Batch-Normalization-Through-Time Public

    BNTT - Frontiers in Neuroscience (2021)

    Python 44 6

  3. Exploring-Lottery-Ticket-Hypothesis-in-SNNs Exploring-Lottery-Ticket-Hypothesis-in-SNNs Public

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

    Python 30 5

  4. NDA_SNN NDA_SNN Public

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

    Python 30 6

  5. FedSNN FedSNN Public

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

    Python 29 7

  6. SpikeSim SpikeSim Public

    Python 29 4

Repositories

Showing 10 of 23 repositories
  • PIVOT Public
    Intelligent-Computing-Lab-Yale/PIVOT’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jun 21, 2024
  • SEENN Public

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

    Intelligent-Computing-Lab-Yale/SEENN’s past year of commit activity
    Python 11 MIT 1 0 0 Updated Jan 15, 2024
  • XPert Public
    Intelligent-Computing-Lab-Yale/XPert’s past year of commit activity
    C++ 2 2 0 0 Updated Jan 6, 2024
  • SpikeSim Public
    Intelligent-Computing-Lab-Yale/SpikeSim’s past year of commit activity
    Python 29 MIT 4 0 0 Updated Jan 1, 2024
  • u-Ticket-Pruning Public

    workload balanced LTH-based pruning for SNNs

    Intelligent-Computing-Lab-Yale/u-Ticket-Pruning’s past year of commit activity
    0 0 0 0 Updated Nov 20, 2023
  • SkipResConnection Public
    Intelligent-Computing-Lab-Yale/SkipResConnection’s past year of commit activity
    Python 2 0 0 0 Updated Nov 16, 2023
  • MINT-Quantization Public

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

    Intelligent-Computing-Lab-Yale/MINT-Quantization’s past year of commit activity
    1 0 0 0 Updated Nov 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

    Intelligent-Computing-Lab-Yale/Rate-vs-Direct’s past year of commit activity
    Python 19 2 0 1 Updated Sep 26, 2023
  • SATA Public

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

    Intelligent-Computing-Lab-Yale/SATA’s past year of commit activity
    C++ 14 MIT 0 0 0 Updated Sep 6, 2023
  • EfficientLIF-Net Public
    Intelligent-Computing-Lab-Yale/EfficientLIF-Net’s past year of commit activity
    Python 6 0 0 0 Updated May 26, 2023
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