The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this author.
☆14Dec 26, 2019Updated 6 years ago
Alternatives and similar repositories for Three-SNN-learning-algorithms-in-Brian2
Users that are interested in Three-SNN-learning-algorithms-in-Brian2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…☆14May 1, 2018Updated 8 years ago
- training SNN with Resume algorithm☆10Nov 15, 2019Updated 6 years ago
- Spiking Inception architecture for unsupervised Spiking Neural Networks☆11Jun 1, 2023Updated 3 years ago
- Liquid is a simulator for liquid state machines (LSM). The emphasis is on developing intuitions about how these constructs work and visua…☆17May 17, 2013Updated 13 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆19Jul 18, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- spiking-neural-networks☆38Oct 4, 2025Updated 9 months ago
- hdnet - Hopfield denoising network☆14Oct 6, 2022Updated 3 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆12Feb 10, 2023Updated 3 years ago
- Dimensionality-reduction and classification for morphology and electrophysiology☆12Sep 23, 2024Updated last year
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆137Feb 24, 2021Updated 5 years ago
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆22Feb 14, 2022Updated 4 years ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Feb 27, 2015Updated 11 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
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 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.
- Materials for the course on neuromorphic computing at RAAI Summer School 2021☆14Jul 5, 2022Updated 4 years ago
- A Liquid State Machine using quantized neurons that are operating on lower-bit representations and fixed point computations. It provides …☆16Apr 8, 2024Updated 2 years ago
- BluePyEfe: Blue Brain Python E-feature extraction☆17Feb 26, 2025Updated last year
- SpikeForest -- spike sorting analysis for website☆16Jul 7, 2020Updated 6 years ago
- ☆369Mar 3, 2022Updated 4 years ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- High Performance Simulation of Spiking Neural Network on GPGPUs☆17May 19, 2022Updated 4 years ago
- Convolutional 3D Spiking Neural Network to classify videos☆14May 29, 2017Updated 9 years ago
- Neuron-Astrocyte Liquid State Machine☆26Nov 24, 2021Updated 4 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.
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆72Apr 16, 2024Updated 2 years ago
- python toolkits and GUI for multi-patch whole-cell data analysis and visualization☆24Sep 21, 2025Updated 9 months ago
- Optimization of single-cell biophysically detailed models☆16Jul 17, 2020Updated 5 years ago
- Model fitting toolbox for the Brian 2 simulator☆18Apr 28, 2026Updated 2 months ago
- memristor 1T1R array based CNN and ConvLSTM☆73Jul 9, 2019Updated 6 years ago
- A tiny Spiking neural network library implemented by BindsNet.☆13Mar 11, 2021Updated 5 years ago
- An open source Python library for plotting, analyzing, modeling, and documenting semiconductor electronic devices.☆13Sep 14, 2021Updated 4 years ago
- Structure Index code repository☆18Jun 13, 2025Updated last year
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆232Jul 31, 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.
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Dec 7, 2021Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Jan 13, 2021Updated 5 years ago
- In this repository I have simulated Memristors using Python3 and also created GUI for easy use by researchers to visualise the functionin…☆18Mar 30, 2019Updated 7 years ago
- Modelling and Simulation of Dynamical Systems☆13Jan 3, 2026Updated 6 months ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Sep 25, 2021Updated 4 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆17May 17, 2022Updated 4 years ago
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆25Nov 7, 2022Updated 3 years ago