Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
☆113Mar 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 9 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☆131May 19, 2023Updated 3 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☆99Dec 9, 2016Updated 9 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.
- 1st place algorithm from Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge☆12Oct 18, 2017Updated 8 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 7 years ago
- A Parallel Framework for Bayesian Learning☆14Aug 2, 2021Updated 5 years ago
- Matlab code for proccesing EEG signals.☆82Jun 27, 2018Updated 8 years ago
- Sleep Wave Analysis - an open source toolbox for matlab to score and analyse various waveforms in sleep EEG data☆55Jul 20, 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
- Automatically score rodent sleep using EEG and EMG recordings☆47Apr 14, 2025Updated last year
- Notebooks and pre-processing code for a meta learning paper/project involving the classification of EEG spectrograms.☆13Sep 11, 2021Updated 4 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse☆261Jun 19, 2017Updated 9 years ago
- NEURAL: a neonatal EEG feature set in Matlab☆42Nov 25, 2020Updated 5 years ago
- solution for the American Epilepsy Society Seizure Prediction Challenge☆75Oct 11, 2018Updated 7 years ago
- Code and documentation for seizure prediction from EEG data☆59Sep 22, 2017Updated 8 years ago
- Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients☆67Feb 21, 2021Updated 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Nov 9, 2020Updated 5 years ago
- The Batch Electroencephalography Automated Processing Platform (BEAPP)☆40Sep 15, 2025Updated 11 months ago
- Implemented an EEG processing toolkit; an Ensemble SVM; a stacked RNN and CNN.☆11Oct 23, 2019Updated 6 years ago
- A CNN + LSTM architecture to predict seizure from EEG data☆53Mar 24, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Nov 15, 2019Updated 6 years ago
- This repository contains the trained deep learning models for the detection and prediction of Epileptic seizures.☆25Aug 27, 2025Updated last year
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆25Oct 19, 2022Updated 3 years ago
- Hyperdimensional computing to classify EEG error-related potentials for an application in noninvasive brain-computer interfaces☆18Mar 1, 2017Updated 9 years ago
- Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification☆25Jul 19, 2023Updated 3 years ago
- SSVEP Speller implemented using PsychToolBox☆10Jul 20, 2017Updated 9 years ago
- This is the 4th solution for kaggle competition Melbourne-University-AES-MathWorks-NIH-Seizure-Prediction☆15Dec 13, 2016Updated 9 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Supplementary material for systematic literature review on deep learning and EEG.☆159Feb 12, 2020Updated 6 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
- Real-time EEG source localization based on Smarting mBrainTrain EEG headset and implemented in Matlab.☆18Jul 6, 2017Updated 9 years ago
- [DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time☆35May 30, 2018Updated 8 years ago
- A pipeline to automatically preprocess, analyze and visualize resting state EEG data.☆72Oct 24, 2025Updated 10 months ago
- Prediction of continuous signals data and Web tracking data using dynamic Bayesian neural network. Compared with other network architectu…☆42Sep 26, 2018Updated 7 years ago