sagacitysite / brian2_loihi
A Loihi emulator based on Brian2
☆26Updated 3 years ago
Alternatives and similar repositories for brian2_loihi:
Users that are interested in brian2_loihi are comparing it to the libraries listed below
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆34Updated 3 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆29Updated 9 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆75Updated last week
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆62Updated last month
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆34Updated 6 months ago
- Brian 2 frontend to the GeNN simulator☆46Updated 6 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- Neuromorphic mathematical optimization with Lava☆55Updated last month
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆28Updated 2 years ago
- ☆89Updated last year
- A library for deep learning with Spiking Neural Networks (SNN).☆28Updated this week
- Neuromorphic Intermediate Representation reference implementation☆97Updated 2 weeks ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆46Updated this week
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 4 years ago
- ☆45Updated 2 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
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- Dynamic Neural Fields with Lava☆45Updated 2 months ago
- ☆20Updated last month
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆30Updated 11 months ago
- Quantization-aware training with spiking neural networks☆38Updated 3 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆42Updated 7 months ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 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
- Spiking Convolutional Neural Networks☆66Updated 6 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆62Updated 2 months ago