asneha213 / spiking-agent-RL
Reinforcement learning with a network of spiking agents
☆20Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for spiking-agent-RL
- Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks …☆13Updated 2 years ago
- Deep Spiking Reinforcement Learning☆19Updated last year
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆50Updated 2 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆130Updated 3 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆11Updated 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
- ☆87Updated 8 months ago
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆10Updated last year
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Supplementary data and code accompanying: https://arxiv.org/abs/2109.12434☆28Updated 10 months ago
- Neurons learn by predicting future activity☆27Updated 3 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 8 months ago
- ☆28Updated last year
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆55Updated 6 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆36Updated 3 years ago
- Neurorobotics 2020☆14Updated last year
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆291Updated 3 months ago
- Learning to race challenge for 2020 workshop☆13Updated 2 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆31Updated 4 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆41Updated 4 years ago
- Reinforcement Learning for Spiking Neural Networks☆79Updated 3 months ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆51Updated last year
- Predictive coding in Python☆64Updated 7 months ago
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 3 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆24Updated last week
- A repository collating interesting and/or influential predictive coding papers☆58Updated 3 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆22Updated 3 years ago