byin-cwi / SRNN-ICONs2020
In this repo, Spiking recurrent neural network is applied on various task for ICONs2020
☆28Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for SRNN-ICONs2020
- ☆13Updated 4 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆34Updated last year
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 6 months ago
- ☆16Updated 3 years ago
- ☆47Updated last year
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆22Updated last year
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 3 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆48Updated last year
- Meta-Dynamic Neurons improved Spatio-temporal Generalization of Spiking Neural Networks☆9Updated 4 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 2 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆18Updated 3 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆15Updated 3 years ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆19Updated 2 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆26Updated 10 months ago
- ☆18Updated 2 years ago
- ☆42Updated 5 years ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆17Updated 2 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆15Updated 4 years ago
- a spiking neural network module, tempotron for classification☆15Updated 3 years ago
- ☆28Updated last year
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆22Updated last year
- ☆43Updated 2 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆59Updated 3 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 2 years ago
- BNTT - Frontiers in Neuroscience (2021)☆46Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆78Updated last year
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 6 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆76Updated last year
- ☆27Updated 3 years ago