open-neuromorphic / coding
Coding projects by the community for the community
☆12Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for coding
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆26Updated 5 months ago
- A library for deep learning with Spiking Neural Networks (SNN).☆24Updated last week
- A brian2 extension to simulate spiking neural networks on GPUs☆61Updated 4 months ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆22Updated 10 months ago
- Neuromorphic Intermediate Representation reference implementation☆81Updated this week
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆66Updated 5 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆36Updated 3 weeks ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆63Updated this week
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- Brian 2 frontend to the GeNN simulator☆47Updated 2 months ago
- Training spiking neural networks for sound localization☆62Updated last week
- ☆21Updated last year
- Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…☆13Updated 6 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆45Updated last year
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆53Updated last week
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆59Updated 3 years ago
- A Loihi emulator based on Brian2☆24Updated 2 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 7 months ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆43Updated last month
- Cosyne workshop tutorial 2022☆107Updated 2 years ago
- ☆87Updated 8 months ago
- ☆66Updated 10 months ago
- ☆30Updated 11 months ago
- ☆33Updated 4 years ago
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆38Updated this week
- Neuromorphic mathematical optimization with Lava☆53Updated 2 weeks ago
- Data encoders☆31Updated 3 years ago
- ☆36Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆41Updated 3 months ago