Deep Spiking Reinforcement Learning
☆26Oct 28, 2023Updated 2 years ago
Alternatives and similar repositories for dsrl
Users that are interested in dsrl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆11Feb 11, 2023Updated 3 years ago
- 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
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆12Nov 23, 2020Updated 5 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆60Jan 2, 2023Updated 3 years ago
- Code implementing a neuromorphic, spiking backpropagation algorithm on Intel's neuromorphic research processor, codenamed Loihi☆16Nov 14, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.☆17Dec 8, 2022Updated 3 years ago
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆69Dec 15, 2021Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆112Feb 25, 2020Updated 6 years ago
- ☆19Mar 10, 2022Updated 4 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- ☆64Jun 18, 2025Updated 10 months ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆50Nov 9, 2020Updated 5 years ago
- Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.☆79Oct 31, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆26Jan 10, 2022Updated 4 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆53Sep 28, 2020Updated 5 years ago
- Pytorch project accompanying the paper "Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings", …☆13Aug 26, 2022Updated 3 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Aug 20, 2021Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆356Jul 25, 2024Updated last year
- This repository contains the tutorials and homework assignments for CSCE 790: Neuromorphic computing course at UofSC.☆11Apr 12, 2023Updated 3 years ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆62Apr 16, 2024Updated 2 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆137Apr 16, 2026Updated 2 weeks ago
- Open-sourced deep guidance implementation using the D4PG algorithm for spacecraft proximity operations as detailed in Hovell and Ulrich's…☆19May 29, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Spiking Convolutional Neural Networks☆69Dec 7, 2018Updated 7 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆35Dec 28, 2023Updated 2 years ago
- This place provide different SRAM cells netlist to be simulated with HSpice tool in sub-20nm FinFET technologies.☆12Dec 31, 2020Updated 5 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Spiking neural network inference engine for 7-Series FPGAs☆27Aug 31, 2025Updated 8 months ago
- PyTorch implementation of two variants of the Harlow visual fixation task (PsychLab and 1D version). Reproduces the results found in two …☆14Sep 2, 2020Updated 5 years ago
- [ECCV-24] Spiking Wavelet Transformer☆42Jul 13, 2025Updated 9 months ago
- Mission Planning for Large Constellations☆22Jan 8, 2024Updated 2 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆38Nov 8, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fullstack RAG as a service template☆26May 15, 2025Updated 11 months ago
- Energy-efficient Event-driven Spiking Neural Network accelerator for FPGA with PyTorch integration☆123Updated this week
- Examples of learning models in nengo☆18Sep 18, 2017Updated 8 years ago
- Reinforcement Learning for Spiking Neural Networks☆89Aug 14, 2024Updated last year
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆12Feb 15, 2022Updated 4 years ago
- A toolbox for neuromorphic sensing in robotics.☆16Mar 18, 2021Updated 5 years ago
- Deep Q learning algorithm written on PyTorch for solving 2D robot arm reacher☆12Feb 19, 2020Updated 6 years ago