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:
- 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)☆59Jan 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
- The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks…☆14Jul 4, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆66Dec 15, 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
- The source code of paper Human-Level Control through Directly-Trained Deep Spiking Q-Networks.☆13Apr 18, 2023Updated 2 years ago
- ☆19Mar 10, 2022Updated 4 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- ☆63Jun 18, 2025Updated 9 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆26Jan 10, 2022Updated 4 years ago
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆31Nov 25, 2022Updated 3 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
- Tutorial for surrogate gradient learning in spiking neural networks☆353Jul 25, 2024Updated last year
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Aug 20, 2021Updated 4 years ago
- This repository contains the tutorials and homework assignments for CSCE 790: Neuromorphic computing course at UofSC.☆11Apr 12, 2023Updated 2 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆130Nov 21, 2025Updated 4 months ago
- Code for training the vision pipeline in 'Fully neuromorphic vision and control for autonomous drone flight'☆17Sep 17, 2024Updated last year
- Spiking Convolutional Neural Networks☆69Dec 7, 2018Updated 7 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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 network inference engine for 7-Series FPGAs☆29Aug 31, 2025Updated 6 months ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- [ECCV-24] Spiking Wavelet Transformer☆42Jul 13, 2025Updated 8 months ago
- Neuromorphic Intermediate Representation reference implementation☆155Updated this week
- MAPS ( MIDI Aligned Piano Sounds ) dataset python api for machine learning☆11Jun 26, 2018Updated 7 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆37Nov 8, 2021Updated 4 years ago
- Fullstack RAG as a service template☆26May 15, 2025Updated 10 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Energy-efficient Event-driven Spiking Neural Network accelerator for FPGA with PyTorch integration☆117Feb 10, 2026Updated last month
- Examples of learning models in nengo☆18Sep 18, 2017Updated 8 years ago
- Reinforcement Learning for Spiking Neural Networks☆88Aug 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
- Event-based Human Pose Tracking using Spiking Spatiotemporal Transformer☆43Sep 6, 2023Updated 2 years ago
- Organization Pages, Documentation and Issues☆12Jan 23, 2026Updated 2 months ago