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 7 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:
- spiking-neural-networks☆38Oct 4, 2025Updated 6 months ago
- Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…☆10Aug 2, 2017Updated 8 years ago
- Differentiate notes using a spiking neural network☆50Nov 29, 2021Updated 4 years ago
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆14Feb 3, 2021Updated 5 years ago
- 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Model fitting toolbox for the Brian 2 simulator☆18Jan 14, 2026Updated 2 months ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Jun 10, 2019Updated 6 years ago
- construct a spiking neural network☆22May 18, 2018Updated 7 years ago
- A Spiking neural network simulator NEST base on FPGA‘s cluster（LIF NEURON）☆17Nov 23, 2019Updated 6 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
- Course notes for SYDE 556: Simulating Neurobiological Systems☆14Mar 12, 2015Updated 11 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
- The code generates preferential attachment networks with homophily and two groups.☆13Apr 4, 2018Updated 8 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.
- A Spiking Neural Network encoder for time series data☆22Sep 5, 2021Updated 4 years ago
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- ☆363Mar 3, 2022Updated 4 years ago
- Simulations using Brian for memristor-based neural networks using STDP learning☆28May 25, 2016Updated 9 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
- Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks☆14Jun 2, 2022Updated 3 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Aug 20, 2021Updated 4 years ago
- 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
- 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
- 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
- Tensorflow implementation of Bayes-by-Backprop algorithm from "Weight uncertainty in neural networks" paper☆14Mar 6, 2019Updated 7 years ago
- These are my solutions to all six assignments of tensorflow tutorial in Udacity, covering CNN, RNN, Regularization (L2 and dropout), Embe…☆10Dec 16, 2016Updated 9 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
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 6 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆12Feb 10, 2023Updated 3 years ago
- Material for the Brain-inspired Machine Learning Class at UC Irvine, Department of Cognitive Sciences☆11Mar 3, 2017Updated 9 years ago
- Logistic Regression from the Scratch using Python and Numpy☆14Sep 2, 2016Updated 9 years ago
- 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
- Original DVS128 Gesture Dataset in PyTorch☆13Jun 6, 2023Updated 2 years ago