BSVogler / SNN-RLLinks
Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks with Reinforcement Learning".
☆20Updated 3 years ago
Alternatives and similar repositories for SNN-RL
Users that are interested in SNN-RL are comparing it to the libraries listed below
Sorting:
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆60Updated 4 years ago
- Deep Spiking Reinforcement Learning☆25Updated 2 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Updated 8 years ago
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆11Updated 2 years ago
- Reinforcement learning with a network of spiking agents☆21Updated 5 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆87Updated 7 years ago
- Code for training binary and WTA SNNs☆17Updated 3 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- ☆103Updated last year
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Updated 5 years ago
- Neuron-Astrocyte Liquid State Machine☆23Updated 4 years ago
- ☆24Updated 3 weeks ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆32Updated 3 years ago
- Spiking Convolutional Neural Networks☆68Updated 7 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 3 years ago
- Reinforcement Learning for Spiking Neural Networks☆86Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆15Updated 6 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆17Updated 2 years ago
- Cerebellar-SNN control of a Baxter robot. The repository includes EDLUT simulator source code, the ROS package to perform a closed-loop c…☆17Updated 3 years ago
- The source code of paper Human-Level Control through Directly-Trained Deep Spiking Q-Networks.☆13Updated 2 years ago
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆28Updated 6 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11Updated 3 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆45Updated last year
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago
- ☆50Updated 2 years ago
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆14Updated 2 years ago