nitin-rathi / DIET-SNNView external linksLinks
Optimizing threshold and leak in LIF neurons with end-to-end backpropagation
☆21Sep 10, 2021Updated 4 years ago
Alternatives and similar repositories for DIET-SNN
Users that are interested in DIET-SNN are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆14Apr 25, 2023Updated 2 years ago
- ☆14May 13, 2022Updated 3 years ago
- Here is the official code for ICASSP 2024 "Optimal ANN-SNN Conversion with Group Neurons".☆14Mar 1, 2024Updated last year
- An energy simulation framework for BPTT-based SNN inference and training.☆17Sep 6, 2023Updated 2 years ago
- code for generating data set ES-ImageNet with corresponding training code☆31Jun 4, 2024Updated last year
- ☆19Mar 13, 2023Updated 2 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 4 years ago
- ☆11Mar 8, 2023Updated 2 years ago
- ☆14May 12, 2022Updated 3 years ago
- ☆10Dec 5, 2020Updated 5 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- Code for temporal efficient training☆72Jul 16, 2025Updated 6 months ago
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆25Dec 14, 2022Updated 3 years ago
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆13Aug 15, 2022Updated 3 years ago
- Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)☆14Aug 28, 2023Updated 2 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆41Oct 2, 2023Updated 2 years ago
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Feb 2, 2023Updated 3 years ago
- ☆60Aug 31, 2023Updated 2 years ago
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆14Oct 26, 2025Updated 3 months ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Mar 24, 2024Updated last year
- ☆43Jan 1, 2024Updated 2 years ago
- 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。☆18Jun 16, 2022Updated 3 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆17Aug 19, 2024Updated last year
- ☆17Feb 8, 2024Updated 2 years ago
- ☆15Dec 2, 2021Updated 4 years ago
- Source code for the paper "Federated Learning with Spiking Neural Networks".☆38Oct 7, 2021Updated 4 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆117Aug 9, 2022Updated 3 years ago
- Framework for radix encoded SNN on FPGA☆18Dec 7, 2021Updated 4 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Sep 25, 2021Updated 4 years ago
- Spatio-temporal BP for SNNs☆237May 17, 2022Updated 3 years ago
- Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)☆22Oct 16, 2023Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆189Aug 9, 2022Updated 3 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Sep 15, 2020Updated 5 years ago
- ☆27Nov 16, 2025Updated 2 months ago
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆20Sep 26, 2023Updated 2 years ago
- ☆22Mar 28, 2023Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Jan 2, 2023Updated 3 years ago
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆64Dec 15, 2021Updated 4 years ago
- ☆31Jan 9, 2025Updated last year