A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥
☆76Jul 15, 2025Updated last year
Alternatives and similar repositories for awesome-computational-neuro-science
Users that are interested in awesome-computational-neuro-science are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of awesome neuromorphic frameworks, libraries, resources, and other things☆60Jul 10, 2026Updated last month
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆70Aug 19, 2022Updated 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 4 years ago
- ☆34Mar 21, 2020Updated 6 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆88Jul 3, 2026Updated last month
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An event-driven learning algorithm for spiking neural networks☆28May 15, 2024Updated 2 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆71Apr 24, 2024Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆233Jul 31, 2024Updated 2 years ago
- The primary housekeeping repository for the INCF/OCNS Software Working Group, and the sources for the web site.☆11Feb 5, 2025Updated last year
- ☆13Nov 30, 2021Updated 4 years ago
- ☆11Nov 5, 2019Updated 6 years ago
- ICLR 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units☆13Sep 20, 2024Updated last year
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆236Oct 1, 2024Updated last year
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆815Jul 7, 2026Updated last month
- Neurorobotics 2020☆19Aug 14, 2023Updated 2 years ago
- this repository cord my subscriptions in arxiv with spiking neural network, and [this](https://github.com/shenhaibo123/SNN_summaries) is …☆13Mar 16, 2023Updated 3 years ago
- Spiking neural network simulator based on memrisor characteristics☆15May 22, 2026Updated 2 months ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆327Jul 17, 2026Updated 3 weeks ago
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆20Jan 16, 2025Updated last year
- ☆30Dec 8, 2020Updated 5 years ago
- ☆39Sep 16, 2025Updated 10 months ago
- The 1st Spiking Transformer Benchmark (NeurIPS 2025)☆19Jul 10, 2026Updated last month
- 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.
- A differentiable spiking neural network simulator☆25Dec 5, 2025Updated 8 months ago
- ☆11Mar 9, 2022Updated 4 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 5 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆32Jan 14, 2025Updated last year
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆59Nov 8, 2025Updated 9 months ago
- Pure python implementation of SNN☆1,209Jul 29, 2022Updated 4 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆278Nov 6, 2022Updated 3 years ago
- ☆15Jun 22, 2023Updated 3 years ago
- A collaborative list of resources for Computational Neuroscience☆22Aug 12, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆33Aug 5, 2020Updated 6 years ago
- Code repo for paper: ICML 2020 paper Natural lottery ticket winner: RL for ordinary neural circuits☆14Jun 1, 2020Updated 6 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆399Jan 13, 2023Updated 3 years ago
- Python bindings for carl☆11May 27, 2025Updated last year
- Using computational tools to explore the networks underlying cognitive neuroscience☆24Jan 16, 2020Updated 6 years ago
- Nengo extension to connect to FPGAs☆18Aug 2, 2026Updated last week
- Official code for the "Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds"☆10Feb 16, 2023Updated 3 years ago