IBM / neuroaikit
Neuro-inspired AI Toolkit
☆25Updated last year
Related projects ⓘ
Alternatives and complementary repositories for neuroaikit
- Spiking neuron integration for PyTorch☆39Updated 8 months ago
- Deep learning for spiking neural networks☆66Updated 6 months ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Instructive examples using projects in the Nengo ecosystem☆23Updated last year
- Brian 2 frontend to the GeNN simulator☆47Updated 2 months ago
- Deep learning integration for Nengo☆88Updated 4 months ago
- ☆46Updated 6 years ago
- Supervised Spiking Network☆79Updated 2 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 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
- ☆33Updated 4 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆12Updated 7 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆31Updated 4 years ago
- ☆87Updated 8 months ago
- Neuromorphic Intermediate Representation reference implementation☆81Updated this week
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆26Updated 5 months ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 8 months ago
- Run Nengo models on Intel's Loihi chip☆35Updated 8 months ago
- Neuromorphic mathematical optimization with Lava☆53Updated 2 weeks ago
- ☆17Updated 3 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆22Updated 10 months ago
- Spyx: Spiking Neural Networks in JAX☆102Updated last month
- ☆66Updated 10 months ago
- Publicly available event datasets and transforms.☆211Updated 2 months ago
- A pytorch implementation of spiking neural networks and backpropagation through spikes☆11Updated last month
- ☆10Updated 3 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆61Updated 4 months ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 7 months ago
- ☆28Updated last year