sagacitysite / brian2_loihi
A Loihi emulator based on Brian2
☆24Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for brian2_loihi
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆32Updated 3 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆26Updated 5 months ago
- Brian 2 frontend to the GeNN simulator☆47Updated 2 months ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆26Updated 2 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆28Updated 2 months ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆21Updated 2 years ago
- ☆87Updated 8 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆64Updated this week
- Neuromorphic mathematical optimization with Lava☆53Updated this week
- A brian2 extension to simulate spiking neural networks on GPUs☆61Updated 4 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆41Updated 4 months ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆55Updated 6 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆24Updated this week
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆49Updated 2 years ago
- Neuromorphic Intermediate Representation reference implementation☆81Updated last week
- Dynamic Neural Fields with Lava☆44Updated this week
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆81Updated last year
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 7 months ago
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆59Updated 3 years ago
- ☆27Updated 3 years ago
- ☆43Updated 2 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆31Updated 4 years ago
- Quantization-aware training with spiking neural networks☆36Updated 2 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆11Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆46Updated last year
- Deep Learning library for Lava☆154Updated this week