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".
☆19Updated 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:
- Deep Spiking Reinforcement Learning☆24Updated last year
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆11Updated 2 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
- 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
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- Author's PyTorch implementation of "A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning", IJCAI 2023☆9Updated last year
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Reinforcement learning with a network of spiking agents☆20Updated 5 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆33Updated last week
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆129Updated 8 years ago
- Code for training binary and WTA SNNs☆17Updated 3 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago
- Spiking Convolutional Neural Networks☆69Updated 6 years ago
- Neuron-Astrocyte Liquid State Machine☆19Updated 3 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆15Updated last year
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆30Updated 3 years ago
- ☆45Updated 2 years ago
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆26Updated 5 years ago
- ☆91Updated last year
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆24Updated 2 weeks ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- spiking-neural-networks☆37Updated 5 months ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- ☆38Updated 3 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 4 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆61Updated 4 years ago