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16 results for “Brain Computer Interface (BCI)”
COG-BCI database: A multi-session and multi-task EEG cognitive dataset for passive brain-computer interfaces
<p>Brain-Computer Interfaces, and especially passive Brain-Computer Interfaces (pBCI), with their ability to estimate and detect mental states, are receiving increasing attention from both the scientific and the research and development communities. Many pBCIs aim to increase the safety of complex work environments such as in the aeronautical domain. Therefore, mental workload, vigilance and decision-making are some of the most commonly examined aspects of cognition within this field of research. A large proportion of pBCIs involve a component of machine learning and signal processing as the data that are collected need to be transformed into a reliable estimate of the users’ current mental state (e.g. mental workload). Improving this component is a major challenge for researchers, requiring large quantities of data. While data sharing is common for the active BCI community, open pBCI datasets are scarcer and generally incomplete with regards to the information they report. This is particularly true for datasets encompassing several tasks or sessions, which are of importance for tackling the challenges of transfer learning. Testing new pipelines, feature extraction algorithms and classifiers are central issues for future advances in research within this domain, as well as for algorithm benchmark and research reproducibility.The COG-BCI database presented here is comprised of the recordings of 29 participants over 3 individual sessions with 4 different tasks designed to elicit different cognitive states. This results in a total of over 100 hours of open electrophysiological (EEG) and electrocardiogram (ECG) data. The project was validated by the local ethical committee of the University of Toulouse (CER number 2021-342). The dataset was validated on a subjective, behavioral and physiological level (i.e. cardiac and cerebral activity), to ensure its usefulness to the pBCI community. This body of work represents a large effort to promote the use of pBCIs, as well as the use of open science.</p> <p> </p> <p><strong>The data are in the Brain Imaging Data Structure (BIDS) format. For more information, please read the COG-BCI_info.pdf file.</strong></p> <p><strong>Please note that version 4 corrected an electrode name mismatch, for which we sincerely apologize. The answers to the RSME and KSS questionnaires are provided in two separate .txt files.</strong></p>
Dataset used in "Steady state visual evoked potential (SSVEP) based brain-computer interface (BCI) performance under different perturbations" 2018, PLOS ONE
<p>This file contains the segmented EEG data in offline and online conditions. Please read the readme.doc file for the detailed explanation.</p>
Stroke Rehabilitation Using Brain-Computer Interface (BCI) Technology
ClinicalTrials.gov study NCT04141774. IPD Sharing: NO. Countries: 1. Publications: 5.
Brain Computer Interface（BCI） System for Stroke Rehabilitation
ClinicalTrials.gov study NCT02323061. IPD Sharing: Not stated. Countries: 1. Publications: 2.
BCI (Brain Computer Interface) Intervention in Autism
ClinicalTrials.gov study NCT02445625. IPD Sharing: Not stated. Countries: 0. Publications: 2.
Brain-Computer Interface (BCI) Based Intervention for Attention Deficit Hyperactivity Disorder (ADHD)
ClinicalTrials.gov study NCT01344044. IPD Sharing: Not stated. Countries: 1. Publications: 2.
Brain-Computer Interface (BCI)-Based Feedback for Chronic Pain Management
ClinicalTrials.gov study NCT03032497. IPD Sharing: NO. Countries: 1. Publications: 3.
Optimizing BCI-FIT: Brain Computer Interface - Functional Implementation Toolkit
ClinicalTrials.gov study NCT04468919. IPD Sharing: YES. Countries: 1. Publications: 1.
Brain Computer Interface (BCI) Technology for Stroke Hand Rehabilitation
ClinicalTrials.gov study NCT01287975. IPD Sharing: Not stated. Countries: 1. Publications: 4.
Data from: Adaptive multi-degree of freedom Brain Computer Interface using online feedback: Towards novel methods and metrics of mutual adaptation between humans and machines for BCI.
Open the record for dataset details and reuse information.
BCI@Home: Brain Computer Interface Solutions to Enable Youth Living With Severe Disabilities
ClinicalTrials.gov study NCT07073378. IPD Sharing: UNDECIDED. Countries: 0. Publications: 0.
Connect-One: Early Feasibility Study of Connexus® Brain-Computer Interface (BCI)
ClinicalTrials.gov study NCT07357428. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Brain Computer Interface (BCI) Based Robotic Rehabilitation for Stroke
ClinicalTrials.gov study NCT00955838. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Brain Computer Interface (BCI) Integrated Wearable Hand Robotic Glove System for Upper Limb Stroke Rehabilitation
ClinicalTrials.gov study NCT06076928. IPD Sharing: NO. Countries: 1. Publications: 0.
A Clinical Trial to Evaluate the Safety and Efficacy of an Implantable Wireless Brain-Computer Interface（BCI）System NEO in Patients With Tetraplegia
ClinicalTrials.gov study NCT06990412. IPD Sharing: NO. Countries: 1. Publications: 0.
Brain Computer Interface and Virtual Reality (BCI-VR) for Pain Treatment
ClinicalTrials.gov study NCT03889353. IPD Sharing: NO. Countries: 1. Publications: 0.
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.