AptX395 / Deep-Spiking-Q-NetworksLinks
The source code of paper Human-Level Control through Directly-Trained Deep Spiking Q-Networks.
☆13Updated 2 years ago
Alternatives and similar repositories for Deep-Spiking-Q-Networks
Users that are interested in Deep-Spiking-Q-Networks are comparing it to the libraries listed below
Sorting:
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆59Updated 3 years ago
- Author's PyTorch implementation of "A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning", IJCAI 2023☆9Updated last year
- Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks …☆19Updated 3 years ago
- Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.☆75Updated 3 years ago
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆11Updated 2 years ago
- Deep Spiking Reinforcement Learning☆24Updated last year
- code for generating data set ES-ImageNet with corresponding training code☆31Updated last year
- Code for training binary and WTA SNNs☆17Updated 3 years ago
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆13Updated 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…☆16Updated 3 years ago
- Neuron-Astrocyte Liquid State Machine☆19Updated 3 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆52Updated 2 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆80Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆108Updated 2 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11Updated 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
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆129Updated 8 years ago
- Reinforcement learning with a network of spiking agents☆20Updated 5 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆62Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 3 years ago
- Spike-based artificial intelligence computing platform☆100Updated last year
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆26Updated 5 years ago
- ☆28Updated 4 years ago
- ☆91Updated last year
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆22Updated last year
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆43Updated this week
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆33Updated last week