ChFrenkel / eprop-PyTorch
PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.
☆51Updated 3 years ago
Alternatives and similar repositories for eprop-PyTorch:
Users that are interested in eprop-PyTorch are comparing it to the libraries listed below
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- ☆89Updated last year
- ☆29Updated 2 months ago
- Threshold annealing in binarized spiking neural networks☆14Updated 2 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆34Updated 6 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆75Updated last week
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆79Updated 2 years ago
- ☆45Updated 2 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆34Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆56Updated 10 months ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆25Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆58Updated last year
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆12Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 3 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆42Updated 7 months ago
- Neuromorphic Intermediate Representation reference implementation☆97Updated 2 weeks ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆27Updated this week
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆60Updated 4 years ago
- Collect important papers about snn☆31Updated 3 years ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆37Updated this week
- a spiking neural network module, tempotron for classification☆18Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆29Updated 9 months ago
- Spiking Convolutional Neural Networks☆66Updated 6 years ago
- Meta-Dynamic Neurons improved Spatio-temporal Generalization of Spiking Neural Networks☆9Updated 4 years ago
- ☆16Updated 4 years ago