asneha213 / spiking-agent-RL
Reinforcement learning with a network of spiking agents
☆20Updated 4 years ago
Alternatives and similar repositories for spiking-agent-RL
Users that are interested in spiking-agent-RL are comparing it to the libraries listed below
Sorting:
- Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks …☆18Updated 2 years ago
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆59Updated 3 years ago
- Reinforcement Learning in Spiking Neural Networks☆8Updated 7 years ago
- Deep Spiking Reinforcement Learning☆24Updated last year
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- ☆90Updated last year
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆11Updated 2 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆29Updated last week
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 7 years ago
- Code for spike coding networks☆15Updated 4 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆57Updated last year
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆137Updated 3 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 4 months ago
- Reinforcement Learning for Spiking Neural Networks☆83Updated 9 months ago
- Code for training binary and WTA SNNs☆17Updated 3 years ago
- ☆28Updated last year
- ☆37Updated 3 years ago
- Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks☆13Updated 2 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆69Updated 6 years ago
- Liquid State Machines in Python and NEST☆71Updated 4 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆15Updated 5 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Updated 7 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆34Updated 5 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago