gioannides / SRNN-Brain-Modelling-ToolboxLinks
Spatiotemporal Dynamics in Recurrent Spiking Neural Networks using Optimization-based Modelling for EEG signals
☆16Updated 3 years ago
Alternatives and similar repositories for SRNN-Brain-Modelling-Toolbox
Users that are interested in SRNN-Brain-Modelling-Toolbox are comparing it to the libraries listed below
Sorting:
- A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface☆15Updated 4 years ago
- A Spiking Neural Network encoder for time series data☆22Updated 4 years ago
- This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG …☆53Updated 2 years ago
- EEG Signal Processing - Entropy☆19Updated 5 years ago
- Data encoders☆33Updated 4 years ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53Updated 2 years ago
- hctsa tutorial using the five-class Bonn EEG dataset☆32Updated 2 years ago
- From scratch Python implementation of the fast ICA algorithm.☆158Updated 6 years ago
- Covariance toolbox for matlab, including riemannian geometry☆119Updated 9 years ago
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆31Updated 5 years ago
- ☆25Updated 3 years ago
- Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification☆22Updated 2 years ago
- Multiclass support matrix machine for single trial EEG classification☆11Updated 7 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆47Updated 3 years ago
- Code to run dynamical simulations on a Kuramoto Network Model of Coupled Phase Oscillators with Time Delays and visualize the results.☆13Updated 6 years ago
- Lib for event and sample based performance metrics☆22Updated last year
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆25Updated 3 years ago
- NEURAL: a neonatal EEG feature set in Matlab☆39Updated 5 years ago
- This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine lea…☆13Updated last year
- Convolution dictionary learning for time-series☆133Updated 3 weeks ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆26Updated last year
- This repository contains the source codes of the article published to detect changes in ECG caused by COVID-19 and automatically diagnose…☆22Updated 3 months ago
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆42Updated last week
- This repository includes the MATLAB codes for computing phase lag index and power spectrum density.☆11Updated last year
- Toolbox of adaptive Fourier decomposition (AFD) for Python. The MAFD has been published in IEEE TSP (DOI: 10.1109/TSP.2022.3143723)☆43Updated last year
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆59Updated 3 years ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆48Updated last year
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆14Updated 3 years ago
- Adaptive riemannian geometry toolbox☆11Updated 6 years ago
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆111Updated 5 years ago