Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a global feedback mechanism to support strong, contrasty pattern formation.
☆14May 1, 2018Updated 8 years ago
Alternatives and similar repositories for snn_global_pattern_induction
Users that are interested in snn_global_pattern_induction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- My attempts at the exercises in the book: Neuronal Dynamics by Gerstner et al☆10Jan 7, 2019Updated 7 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆14Dec 26, 2019Updated 6 years ago
- Brian2 version of stdp-mnist☆10Jan 13, 2022Updated 4 years ago
- A spiking neural network based on the LIF neuron model to detect genre of given song☆20Dec 16, 2017Updated 8 years ago
- Differentiate notes using a spiking neural network☆50Nov 29, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …☆21Mar 29, 2020Updated 6 years ago
- hdnet - Hopfield denoising network☆14Oct 6, 2022Updated 3 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Jun 10, 2019Updated 6 years ago
- construct a spiking neural network☆22May 18, 2018Updated 8 years ago
- This repository serves as a container for material around the Brian simulator, such as presentations and tutorials.☆41Dec 20, 2024Updated last year
- Pytorch project accompanying the paper "Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings", …☆13Aug 26, 2022Updated 3 years ago
- Feedforward multilayer spiking neural network with SRM0 model. Gaussian receptive field has been used for information encoding☆10Feb 4, 2018Updated 8 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 9 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆35Jul 5, 2018Updated 7 years ago
- 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.
- A Spiking Neural Network encoder for time series data☆23Updated this week
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- Simulations using Brian for memristor-based neural networks using STDP learning☆29May 25, 2016Updated 10 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Aug 7, 2019Updated 6 years ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 3 years ago
- barabasi albert algorithm to generate a scale free network.☆12Aug 29, 2019Updated 6 years ago
- Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks☆15Jun 2, 2022Updated 4 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A series of simulations organized as homework assignments that were part of the course on Neuromorphic Engineering at IIT Bombay (course …☆10Jul 19, 2016Updated 9 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Aug 20, 2021Updated 4 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆13Nov 20, 2020Updated 5 years ago
- MAPS ( MIDI Aligned Piano Sounds ) dataset python api for machine learning☆11Jun 26, 2018Updated 7 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict …☆10Nov 24, 2019Updated 6 years ago
- Proportional-Derivative Neural Networks, as described in Temporally Efficient Deep Learning with Spikes☆16Sep 5, 2017Updated 8 years ago
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆12Feb 15, 2022Updated 4 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 7 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆12Feb 10, 2023Updated 3 years ago
- 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.
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- This repository aims to introduce students at the University of Osnabrück to Neurodynamics, allowing them to interactively investigate se…☆13Mar 14, 2022Updated 4 years ago
- Spiking neuronal network simulations (Python, NEST Simulator) for continuous attractor working memory networks with short-term plasticity…☆12Feb 8, 2019Updated 7 years ago
- Original DVS128 Gesture Dataset in PyTorch☆14Jun 6, 2023Updated 3 years ago
- 🦀🦀🦀 Sort spikes from extra-cellular recordings using neural networks. Fully automated.☆19Sep 22, 2022Updated 3 years ago
- A Pytorch implementation of Onsets and Frames (Hawthorne 2018)☆13Nov 10, 2020Updated 5 years ago
- [Python 3.6, Tensorflow v1] Spiking Neural Network Lib☆13Oct 20, 2020Updated 5 years ago