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)☆53Updated 2 years ago
- ☆90Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆77Updated this week
- Threshold annealing in binarized spiking neural networks☆16Updated 2 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆12Updated 2 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 3 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆39Updated 8 months ago
- ☆30Updated 3 months ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆34Updated 3 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆60Updated last year
- ☆45Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆40Updated this week
- Tutorial for surrogate gradient learning in spiking neural networks☆44Updated 9 months ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 4 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
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- A toolbox for neuromorphic sensing in robotics.☆17Updated 4 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆31Updated last year
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆59Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆107Updated 2 years ago
- Spiking Convolutional Neural Networks☆67Updated 6 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆30Updated 10 months ago
- Neuromorphic Intermediate Representation reference implementation☆102Updated 2 weeks ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆28Updated 3 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆27Updated last month
- An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface☆11Updated 3 years ago
- Quantization-aware training with spiking neural networks☆40Updated 3 years ago