neuromorphs / l2raceLinks
Learning to race challenge for 2020 workshop
☆14Updated 3 years ago
Alternatives and similar repositories for l2race
Users that are interested in l2race are comparing it to the libraries listed below
Sorting:
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- Cosyne workshop tutorial 2022☆121Updated 3 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 8 months ago
- A library for deep learning with Spiking Neural Networks (SNN).☆34Updated 2 weeks ago
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆59Updated 3 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆32Updated last year
- Neurorobotics 2020☆17Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆24Updated 4 years ago
- ☆94Updated last year
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆58Updated 2 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆43Updated last year
- ☆86Updated last year
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Updated 5 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 4 years ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆47Updated this week
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40Updated 2 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆70Updated 6 years ago
- Code for spike coding networks☆15Updated 4 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆328Updated last year
- ☆29Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated 2 months ago
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆41Updated 2 weeks ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆84Updated last year
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆269Updated 2 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- ☆34Updated 5 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Updated 5 years ago