garethjns / Kaggle-EEGView external linksLinks
Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
☆112Mar 25, 2020Updated 5 years ago
Alternatives and similar repositories for Kaggle-EEG
Users that are interested in Kaggle-EEG are comparing it to the libraries listed below
Sorting:
- A general matlab framework for EEG data classification☆51Aug 21, 2017Updated 8 years ago
- 1st place algorithm from Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge☆12Oct 18, 2017Updated 8 years ago
- Notes on methods using EEG for seizure prediction☆11Dec 16, 2019Updated 6 years ago
- The project is about applying CNNs to EEG data from CHB-MIT to predict seizure☆128May 19, 2023Updated 2 years ago
- Code and documentation for the winning solution to the Melbourne University AES/MathWorks/NIH Seizure Prediction challenge on kaggle☆97Dec 9, 2016Updated 9 years ago
- Implementation of EEG signal classification.☆52Jun 30, 2016Updated 9 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago
- ☆15Dec 2, 2014Updated 11 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 5 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Jan 10, 2023Updated 3 years ago
- Matlab code for proccesing EEG signals.☆82Jun 27, 2018Updated 7 years ago
- This project focuses on data preprocessing and epilepsy seizure prediction using the CHB-MIT EEG dataset. It includes steps like data cle…☆52Nov 22, 2023Updated 2 years ago
- Process and analyse EEG brain signals using EEGlab☆26Oct 20, 2018Updated 7 years ago
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 years ago
- A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets☆181Jun 18, 2021Updated 4 years ago
- Scripts, packages and info supporting the Neureka Challenge 2020 submission by the team Biomed Irregulars.☆12Mar 25, 2023Updated 2 years ago
- These are module outlines for the youtube series called 'Introduction to Modern Brain Computer Interface Design' by Christian A. Kothe☆12Nov 9, 2015Updated 10 years ago
- Implemented an EEG processing toolkit; an Ensemble SVM; a stacked RNN and CNN.☆11Oct 23, 2019Updated 6 years ago
- 音频刺激的受众脑电特征（线性，非线性）提取，分类，选择最优特征等☆22Jun 19, 2019Updated 6 years ago
- Sleep Wave Analysis - an open source toolbox for matlab to score and analyse various waveforms in sleep EEG data☆56Jul 20, 2020Updated 5 years ago
- solution for the American Epilepsy Society Seizure Prediction Challenge☆74Oct 11, 2018Updated 7 years ago
- Histopathologic Cancer Detection model based on Kaggle Challenge https://www.kaggle.com/c/histopathologic-cancer-detection (top 1%)☆11Feb 16, 2021Updated 4 years ago
- ☆45Apr 13, 2019Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Nov 9, 2020Updated 5 years ago
- An EEG dichotomy program file , using CSP and SVM.☆27Jun 27, 2020Updated 5 years ago
- Matlab functions for flexible plotting of intracranial or fMRI data on 3D brain models☆14Oct 15, 2019Updated 6 years ago
- Notebooks and pre-processing code for a meta learning paper/project involving the classification of EEG spectrograms.☆14Sep 11, 2021Updated 4 years ago
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Nov 15, 2019Updated 6 years ago
- Demo on chaining together LFP simulation (neurodsp), spectral parameterization (fooof), and simulation-based inference (sbi).☆13Jul 8, 2025Updated 7 months ago
- Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human m…☆17Jul 22, 2019Updated 6 years ago
- 2014 autumn CSC project. EEG, Motor Imagery.☆10Apr 20, 2015Updated 10 years ago
- Preprocess EyeLink pupillometry data using the FieldTrip toolbox☆16Nov 10, 2018Updated 7 years ago
- Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python☆734Feb 5, 2026Updated last week
- Real-time EEG source localization based on Smarting mBrainTrain EEG headset and implemented in Matlab.☆16Jul 6, 2017Updated 8 years ago
- Download intraday and historical data from the norwegian broker Netfonds ASA☆15Nov 20, 2017Updated 8 years ago
- A Parallel Framework for Bayesian Learning☆14Aug 2, 2021Updated 4 years ago
- SEEG Project☆16Dec 14, 2020Updated 5 years ago
- SSVEP Speller implemented using PsychToolBox☆10Jul 20, 2017Updated 8 years ago
- This is the 4th solution for kaggle competition Melbourne-University-AES-MathWorks-NIH-Seizure-Prediction☆14Dec 13, 2016Updated 9 years ago