EEG Dataset Platforms:

• Figshare
• 4TU.ResearchData
• Zenodo
• PhysioNet
• iEEG Portal
• Kaggle Datasets
• Google Dataset Search

Dataset Compare:

Dataset Name	Description	Number of Subjects	Data Format	Year of Release	Data Type	Quality	Accessibility Score	Data Processing	Additional Modalities	Link
EEG Datasets of Stroke Patients	This dataset includes EEG recordings from patients who have suffered acute ischemic stroke. The data aims to facilitate research in stroke rehabilitation and recovery.	50	Unknown	Unknown	Stroke Related	Unknown	Can Download Without Login	Unknown	None	Link
Disentangling Somatosensory Evoked Potentials of the Fingers	The dataset contains raw EEG data from an experiment conducted on 5 healthy individuals at the 4D EEG bus in VUmc Amsterdam. It involves EEG recordings of 62 electrodes during electrical stimulation of the fingers in a random order, with 500 stimuli per block and each finger's stimulation repeated twice.	5	CNT, TRG, ELC	Unknown	Somatosensory Evoked Potentials	Unknown	Unknown	Raw	Electrical Stimulation Data	Link
Quantification of Stroke Lesion Volume Using Epidural EEG	This dataset features EEG recordings in response to sound stimuli, including data from normal subjects (n = 10) and subjects with mild (n = 7), moderate (n = 7), and severe (n = 7) right auditory cortical infarction. It is designed for the analysis of stroke lesions in a cerebral ischaemic rat model.	31 Rats (10 normal, 21 with cortical infarction)	MAT	2020	Stroke Lesion Research	Unknown	Unknown	Raw	Sound Stimuli Response Data	Link
NeuroVista Implant Data	This dataset contains data from the NeuroVista seizure advisory system, which involves intracranial EEG recordings from implanted devices in epilepsy patients. The focus is on seizure prediction and analysis.	8 Dogs	Unknown	Unknown	Epilepsy, Seizure Analysis	High	Requires Registration	Unknown	Implant EEG Data	Link
CHB-MIT Scalp EEG Database	A comprehensive EEG dataset from the Children's Hospital Boston and MIT, focused on pediatric patients with epilepsy. It typically includes scalp EEG recordings and is used widely in seizure detection and epilepsy research.	Unknown (Multiple Pediatric Patients)	EDF	Unknown	Epilepsy, Seizure Detection	Unknown	Open Access	Unknown	Scalp EEG Data	Link
Brain Wearable Monitoring Dataset	This dataset is provided by PhysioNet and includes EEG recordings that are ideal for brain wearable monitoring applications. The data is collected from various subjects using a specific brain wearable monitoring system.	Unknown	Unknown	Unknown	Brain Wearable Monitoring	Unknown	Unknown	Unknown	Unknown	Link
Moody PhysioNet Challenge	The Moody PhysioNet Challenge dataset is designed for the prediction of mood changes using EEG data. It includes recordings from multiple subjects and aims to explore the relationship between EEG signals and mood variations.	Unknown	Unknown	Unknown	Mood Prediction, EEG Analysis	Unknown	Unknown	Unknown	Unknown	Link
Kaggle Seizure Prediction Data	The Kaggle Seizure Prediction Data is a collection of EEG recordings that are used for the prediction of epileptic seizures. It includes data from multiple subjects and is suitable for developing seizure detection algorithms.	Unknown	Unknown	Unknown	Seizure Prediction, Epilepsy Research	Unknown	Unknown	Unknown	Unknown	Link
EEG Data from TUH EEG Corpus	The EEG Data from the TUH EEG Corpus is a large collection of EEG recordings from over 30,000 subjects. It spans several years and includes a wide range of EEG data for various research applications.	30,000+	EDF	2002-Present	General EEG Data	Unknown	Open Access	Unknown	Unknown	Link

Stroke EEG Datasets:

• EEG datasets of stroke patients - 50 participants with acute ischemic stroke (3.95 GB)
• Disentangling somatosensory evoked potentials of the fingers: limitations and clinical potential. Raw data (926 MB)
• Quantification of stroke lesion volume using epidural EEG in a cerebral ischaemic rat model (134 MB)

Epilepsy EEG Datasets:

• ieeg.org - NeuroVista implant data
• physionet.org - 42GB in EDF format from 23 subjects
• Moody PhysioNet Challenges
• Kaggle Seizure Prediction Data
• GitHub - openlists/ElectrophysiologyData: A list of openly available datasets in (mostly human)
• EPILEPSIAE Project Database - Charging €6000 for access to data
• isip.piconepress.com - over 30,000 EEGs spanning the years from 2002 to present
• Ictal quantitative surface electromyography correlates with postictal EEG suppression

EEG Datasets:

• Brain Age Prediction Challenge from EEG

• Dataset of Speech Production in intracranial Electroencephalography

General Health Data:

• 2019 Global Burden of Disease (GBD) study

Publications:

Publications with accessible datasets marked with ##

EEG:

• Data integration: Combined imaging and electrophysiology data in the cloud
• Electroencephalography - sciencedirect.com
• Computational EEG Analysis - Methods and Applications
• Epilepsy- sciencedirect.com
• EEG Electrode-induced Skin Injury among Adult Patients Undergoing Ambulatory EEG Monitoring
• Automatic recognition and quantification of interictal epileptic activity in the human scalp EEG

Fuzzy Logic:

• Neural Networks and Fuzzy Logic Systems LaD.pdf (monash.edu)
• Fuzzy logic and neural network applications to fault diagnosis - ScienceDirect
• Fuzzy logic based decision support system | IEEE Conference Publication | IEEE Xplore
• A Fuzzy Logic-Based LabVIEW Implementation Aimed for the Detection of the Eye-Blinking Strength Used as a Control Signal in a Brain-Computer Interface Application | SpringerLink
• A Fuzzy Logic System for Seizure Onset Detection in Intracranial EEG
• Classification of Imagined Digits via Brain-Computer Interface Based on Electroencephalogram | SpringerLink
• A Review of EEG and MEG Epileptic Spike Detection Algorithms | IEEE Journals & Magazine | IEEE Xplore
• Deep learning for automated epileptiform discharge detection from scalp EEG: A systematic review
• Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures

Stroke EEG Papers:

• An exploration of EEG features during recovery following stroke

Sleep EEG Papers:

• Detecting sleep spindles in EEGs using wavelet Fourier analysis and statistical features
• Automatic sleep stage classification based on subcutaneous EEG in patients with epilepsy | BioMedical Engineering OnLine | Full Text (biomedcentral.com)
• Prediction of microsleeps using EEG inter-channel relationships (canterbury.ac.nz)

EEG Software:

Open-source software tools are marked with ##

• EDF browser - teuniz.net ##
• Teuniz - EDF for Labview ##
• EEGLAB - Matlab toolbox for EEG, MEG and other electrophysiological data
• MNE - Python package for MEG, EEG, sEEG, ECoG, NIRS, and more
• FieldtripToolbox - MATLAB toolbox for MEG, EEG and iEEG analysis
• OpenViBE - designing, testing and using brain-computer interfaces
• ERPLAB - Matlab toolbox for analyzing ERP data. EEGLAB integrated
• BioSig - processing EEG, ECoG, ECG, EOG, EMG, respiration
• Psychopy - psychophysics
• PsychToolbox - Matlab functions for visual and auditory psychophysics
• Profusion 7
• Persyst 14

Devices:

Hardware items that allow data access are marked with ##

• NI USB-6215 - Isolated 16 AI (16-Bit, 250 kS/s), 2 AO (250 kS/s), 4 DI, 4 DO USB Multifunction I/O Device ##
• Siesta-wireless-eeg-amplifier
• Nicolet-med electrodes
• Nicolet-med electrode cap
• Garmin DataPlugin for GarminFIT
• TMSI 24 bit amplifiers
• Biosemi amplifiers

EEG SDKs:

• OpenVIBE
• BrainFlow

EEG APIs:

• BCI2000 Web API
• EEG API by NeuroSky

EEG Blogs:

• NeuroTechX