SayeedChowdhury / dct-snn
Code for DCT_SNN, an input encoding scheme for SNNs using DCT
☆16Updated 3 years ago
Alternatives and similar repositories for dct-snn:
Users that are interested in dct-snn are comparing it to the libraries listed below
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 3 years ago
- ☆14Updated 3 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆37Updated 2 years ago
- ☆51Updated 2 years ago
- ☆38Updated 3 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆18Updated 3 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆28Updated 3 years ago
- ☆13Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 3 years ago
- ☆16Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated last year
- ☆14Updated 5 years ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆86Updated 10 months ago
- ☆42Updated 5 years ago
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆19Updated last year
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆28Updated 3 years ago
- Weight distribution analysis of two deep spiking neural networks built in SpykeTorch (Networks from: https://github.com/miladmozafari/Spy…☆9Updated 4 years ago
- ☆18Updated 3 years ago
- ☆45Updated 2 years ago
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- ☆29Updated last year
- The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks…☆13Updated 3 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 4 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆15Updated 7 months ago
- ☆12Updated 2 years ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆20Updated 2 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆8Updated 2 years ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆17Updated 2 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago