xyshi2000 / Unstructured-Pruning
Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)
☆10Updated 10 months ago
Alternatives and similar repositories for Unstructured-Pruning:
Users that are interested in Unstructured-Pruning are comparing it to the libraries listed below
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆37Updated last year
- ☆16Updated last year
- SyOPs counter for spiking neural networks☆56Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆50Updated last year
- ☆47Updated 11 months ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆48Updated 2 years ago
- ☆49Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆46Updated 10 months ago
- Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)☆12Updated last year
- Code for temporal efficient training☆57Updated 5 months ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆18Updated last year
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆24Updated last year
- 该仓库主要收录了顶会中SNN领域的一些论文,论文内容与代理梯度和ANN-SNN转换相关。☆18Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- Create a new backward path for more accurate SNN gradients.☆15Updated 5 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆55Updated last year
- ☆58Updated last year
- ☆22Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆73Updated 7 months ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆18Updated last year
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Updated last year
- ☆15Updated last year
- ☆28Updated last year
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆18Updated 3 years ago
- ☆13Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆50Updated 9 months ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆66Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆84Updated last year
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆22Updated 2 years ago