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:
- Deep Spiking Reinforcement Learning☆23Updated last year
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆58Updated 3 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
- Reinforcement Learning in Spiking Neural Networks☆8Updated 7 years ago
- Author's PyTorch implementation of "A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning", IJCAI 2023☆9Updated last year
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 8 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆11Updated 3 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11Updated 3 years ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆103Updated 5 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 4 years ago
- Neuron-Astrocyte Liquid State Machine☆20Updated 3 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆34Updated 3 weeks 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
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆30Updated 3 years ago
- Code for training binary and WTA SNNs☆17Updated 3 years ago
- Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.☆75Updated 3 years ago
- Reinforcement Learning for Spiking Neural Networks☆82Updated 11 months ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 6 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆42Updated 11 months ago
- ☆22Updated 5 months ago
- The source code of paper Human-Level Control through Directly-Trained Deep Spiking Q-Networks.☆13Updated 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
- Convolutional spiking neural network implementing STDP☆20Updated 2 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆166Updated 6 years ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆46Updated this week
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago