Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
☆114Mar 25, 2020Updated 6 years ago
Alternatives and similar repositories for Kaggle-EEG
Users that are interested in Kaggle-EEG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A general matlab framework for EEG data classification☆51Aug 21, 2017Updated 8 years ago
- Notes on methods using EEG for seizure prediction☆11Dec 16, 2019Updated 6 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Jan 10, 2023Updated 3 years ago
- Code and documentation for the winning solution to the Melbourne University AES/MathWorks/NIH Seizure Prediction challenge on kaggle☆98Dec 9, 2016Updated 9 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.
- Implementation of EEG signal classification.☆52Jun 30, 2016Updated 9 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
- A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets☆186Jun 18, 2021Updated 4 years ago
- 1st place algorithm from Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge☆12Oct 18, 2017Updated 8 years ago
- A Parallel Framework for Bayesian Learning☆14Aug 2, 2021Updated 4 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
- Code to reproduce the main results in: Siebenhühner et al., 2020, "Resting-state cross-frequency coupling networks in human electrophysio…☆11Mar 11, 2020Updated 6 years ago
- Scripts, packages and info supporting the Neureka Challenge 2020 submission by the team Biomed Irregulars.☆12Mar 25, 2023Updated 3 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Automatically score rodent sleep using EEG and EMG recordings☆45Apr 14, 2025Updated last year
- EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD☆756May 1, 2026Updated last week
- Process and analyse EEG brain signals using EEGlab☆26Oct 20, 2018Updated 7 years ago
- A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse☆261Jun 19, 2017Updated 8 years ago
- solution for the American Epilepsy Society Seizure Prediction Challenge☆75Oct 11, 2018Updated 7 years ago
- Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge☆219Jul 17, 2016Updated 9 years ago
- An EEG dichotomy program file , using CSP and SVM.☆27Jun 27, 2020Updated 5 years ago
- NEURAL: a neonatal EEG feature set in Matlab☆41Nov 25, 2020Updated 5 years ago
- Code and documentation for seizure prediction from EEG data☆58Sep 22, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Motor Imagery Classification based on EEG at Columbia Medical Center☆49Nov 9, 2020Updated 5 years ago
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 years ago
- Implemented an EEG processing toolkit; an Ensemble SVM; a stacked RNN and CNN.☆11Oct 23, 2019Updated 6 years ago
- Matlab functions for flexible plotting of intracranial or fMRI data on 3D brain models☆14Oct 15, 2019Updated 6 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- This repository contains the trained deep learning models for the detection and prediction of Epileptic seizures.☆25Aug 27, 2025Updated 8 months ago
- Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification☆24Jul 19, 2023Updated 2 years ago
- Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python☆760Apr 30, 2026Updated last week
- [DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time☆35May 30, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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☆15Dec 13, 2016Updated 9 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆159Feb 12, 2020Updated 6 years ago
- 2014 autumn CSC project. EEG, Motor Imagery.☆10Apr 20, 2015Updated 11 years ago
- Histopathologic Cancer Detection model based on Kaggle Challenge https://www.kaggle.com/c/histopathologic-cancer-detection (top 1%)☆11Feb 16, 2021Updated 5 years ago
- Python codes for applying OTDA in MI-BCI☆11Dec 8, 2024Updated last year
- Hyperdimensional computing to classify EEG error-related potentials for an application in noninvasive brain-computer interfaces☆17Mar 1, 2017Updated 9 years ago