Reinforcement Learning for Spiking Neural Networks
☆88Aug 14, 2024Updated last year
Alternatives and similar repositories for snn-rl
Users that are interested in snn-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 …☆21May 26, 2022Updated 3 years ago
- Reinforcement learning with a network of spiking agents☆22Jun 8, 2020Updated 5 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Jun 6, 2017Updated 8 years ago
- Event-Driven CD in Spiking Neural Networks☆20Mar 17, 2016Updated 9 years ago
- Differentiate notes using a spiking neural network☆49Nov 29, 2021Updated 4 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆392Jan 13, 2023Updated 3 years ago
- Implementation of a Spiking Neural Network in Tensorflow.☆24May 13, 2018Updated 7 years ago
- pure-python implementation of a Spiking Neural Network☆11Jan 13, 2025Updated last year
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆11Feb 11, 2023Updated 3 years ago
- Convolutional 3D Spiking Neural Network to classify videos☆14May 29, 2017Updated 8 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆136Feb 24, 2021Updated 5 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Jun 10, 2019Updated 6 years ago
- Event-based deep belief network offline training algorithm☆22May 29, 2014Updated 11 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 6 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,129Mar 1, 2026Updated last week
- ☆363Mar 3, 2022Updated 4 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Mar 15, 2018Updated 7 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,656Feb 12, 2026Updated 3 weeks ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 5 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago
- ☆66Jan 19, 2022Updated 4 years ago
- The source code of paper Human-Level Control through Directly-Trained Deep Spiking Q-Networks.☆13Apr 18, 2023Updated 2 years ago
- This repository contains the tutorials and homework assignments for CSCE 790: Neuromorphic computing course at UofSC.☆11Apr 12, 2023Updated 2 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆108Mar 11, 2025Updated 11 months ago
- Spiking Convolutional Neural Networks☆69Dec 7, 2018Updated 7 years ago
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Feb 8, 2023Updated 3 years ago
- Spiking neuronal network simulations (Python, NEST Simulator) for continuous attractor working memory networks with short-term plasticity…☆12Feb 8, 2019Updated 7 years ago
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆64Dec 15, 2021Updated 4 years ago
- Brian is a simulator for spiking neural networks available on almost all platforms. This is the legacy version that is no longer develope…☆62Feb 2, 2023Updated 3 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆38Feb 26, 2026Updated last week
- Python simulations of neuron models like SRM and STDP☆35Jul 7, 2015Updated 10 years ago
- ROS package for robot learning☆17Oct 16, 2019Updated 6 years ago
- My attempt to run DQN on Jetson TX1, which learns how to play Nintendo Famicom Mini games through reinforcement learning directly.☆15Mar 23, 2018Updated 7 years ago
- Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…☆14May 1, 2018Updated 7 years ago
- Spiking neural network controler for tracking a trajectory☆10Nov 14, 2017Updated 8 years ago
- Bayesian Uncertainty Exploration in Deep Reinforcement Learning☆18Jul 12, 2017Updated 8 years ago
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 7 years ago
- ☆32Jan 15, 2019Updated 7 years ago
- introductory material☆18Nov 24, 2015Updated 10 years ago