Intelligent-Computing-Lab-Yale / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-Networks
PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)
☆25Updated 2 years ago
Alternatives and similar repositories for Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-Networks:
Users that are interested in Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-Networks are comparing it to the libraries listed below
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆50Updated last year
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆19Updated last year
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Updated last year
- 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
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆32Updated 2 years ago
- ☆50Updated 2 years ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆17Updated 2 years ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆50Updated 9 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆46Updated 10 months ago
- ☆28Updated last year
- ☆49Updated last year
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆12Updated 2 months ago
- ☆47Updated 11 months ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆18Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆73Updated 7 months ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆38Updated 6 months ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆66Updated 2 years ago
- ☆11Updated 3 years ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆22Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆37Updated last year
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 3 years ago
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆14Updated 4 months ago
- An event-driven learning algorithm for spiking neural networks☆25Updated 8 months ago
- Deep Residual Learning in Spiking Neural Networks☆157Updated 2 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆28Updated 4 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆8Updated 2 years ago
- ☆16Updated last year