open-neuromorphic / hands-on-session-snntorch-230302
☆15Updated 2 years ago
Alternatives and similar repositories for hands-on-session-snntorch-230302:
Users that are interested in hands-on-session-snntorch-230302 are comparing it to the libraries listed below
- ☆90Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆28Updated this week
- Neuromorphic Intermediate Representation reference implementation☆102Updated last week
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆77Updated this week
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆51Updated 2 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆29Updated 10 months ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆31Updated 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
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆89Updated last month
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆39Updated 7 months ago
- ☆37Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆43Updated 9 months ago
- Brian 2 frontend to the GeNN simulator☆47Updated 7 months ago
- A Loihi emulator based on Brian2☆28Updated 3 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆65Updated last week
- Spiking Convolutional Neural Networks☆67Updated 6 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- ☆22Updated last year
- Neuron-Astrocyte Liquid State Machine☆18Updated 3 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 3 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆34Updated 3 years ago
- ☆37Updated 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
- Deep and online learning with spiking neural networks in Python for Graphcore IPU☆9Updated 2 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆58Updated last year