gioannides / SRNN-Brain-Modelling-Toolbox
Spatiotemporal Dynamics in Recurrent Spiking Neural Networks using Optimization-based Modelling for EEG signals
☆15Updated 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
- A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface☆14Updated 3 years ago
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆12Updated 2 years ago
- A Spiking Neural Network encoder for time series data☆21Updated 3 years ago
- Data encoders☆32Updated 4 years ago
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆30Updated 4 years ago
- IEEE Transactions on Biomedical Circuits and Systems: Memristive Seizure Detection and Prediction by Parallel Convolutional Neural Networ…☆18Updated 2 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆37Updated 2 years ago
- spiking-neural-networks☆36Updated 2 months ago
- This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG …☆50Updated 2 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Updated 5 years ago
- Supervised learning in spiking neural networks with FORCE training (Nicola & Clopath 2017)☆19Updated 6 years ago
- hctsa tutorial using the five-class Bonn EEG dataset☆27Updated last year
- Neuromorphic Project : Pattern Classification using Cuckoo Search Algorithm and Levy Flight Model☆19Updated 7 years ago
- Multivariate Dictionary Learning Algorithm☆23Updated last year
- Adaptive riemannian geometry toolbox☆10Updated 5 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆42Updated last year
- EEG Signal Processing - Entropy☆18Updated 5 years ago
- Pipeline for structured coupled matrix-tensor factorization of EEG-fMRI data☆10Updated 4 years ago
- This repository contains the source codes of the article published to detect changes in ECG caused by COVID-19 and automatically diagnose…☆22Updated 3 years ago
- This repository includes the MATLAB codes for computing phase lag index and power spectrum density.☆11Updated 9 months ago
- A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.☆27Updated 3 years ago
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆104Updated 5 years ago
- Matlab codes for support vector regression (SVR) and revelance vector regression (RVR) analysis with cross validation to evaluate the pre…☆22Updated 4 years ago
- MATLAB script for efficiently computing values of permutation entropy from 1D time series in sliding windows☆24Updated 6 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆67Updated 9 months ago
- To identify features by aggregate-label learning in spiking neurons☆14Updated 7 years ago
- code of the CVPR 2020 paper "Learning to Optimize on SPD Manifolds"☆13Updated 4 years ago
- Matlab code for proccesing EEG signals.☆79Updated 6 years ago
- [Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification☆12Updated 2 years ago
- Convolution dictionary learning for time-series☆126Updated 2 months ago