vinniesun / snntorch-ipu
Deep and online learning with spiking neural networks in Python for Graphcore IPU
☆10Updated last year
Related projects: ⓘ
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆47Updated 2 years ago
- Quantization-aware training with spiking neural networks☆34Updated 2 years ago
- Repository for the 2024 Telluride Topic Area Neuromorphic Systems for Space☆11Updated 3 months ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆32Updated 3 years ago
- ☆29Updated 8 months ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆71Updated 2 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆22Updated last year
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆31Updated 6 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆53Updated last month
- ☆14Updated last year
- Fully opensource spiking neural network accelerator☆119Updated last year
- Metrics for spiking neural networks based on torchmetrics☆11Updated last year
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆41Updated last year
- A Loihi emulator based on Brian2☆24Updated 2 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆81Updated 11 months ago
- ☆13Updated last year
- ☆83Updated 6 months ago
- ☆42Updated 2 years ago
- Threshold annealing in binarized spiking neural networks☆13Updated 2 years ago
- Neuromorphic Intermediate Representation reference implementation☆69Updated 2 weeks ago
- An event based dataset loader under one common python API.☆9Updated 2 years ago
- ☆39Updated 7 months ago
- ☆14Updated last year
- JAX implementation of MAML on the analog spiking neural network accelerator for the edge adaptation☆10Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆35Updated last month
- FPGA Design of a Spiking Neural Network.☆30Updated 4 months ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆34Updated last year
- Nengo extension to connect to FPGAs☆13Updated 5 months ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆25Updated 3 months ago