Frontiers in Human Neuroscience | Brain-Computer Interfaces

Original Research

Published on 05 Mar 2024

EEG-based finger movement classification with intrinsic time-scale decomposition

in Brain-Computer Interfaces

Murside Degirmenci
Yilmaz Kemal Yuce
Matjaž Perc
Yalcin Isler

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1362135

3,207 views
11 citations

Technology and Code

Published on 04 Mar 2024

A toolbox for decoding BCI commands based on event-related potentials

in Brain-Computer Interfaces

Christoph Reichert
Catherine M. Sweeney-Reed
Hermann Hinrichs
Stefan Dürschmid

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1358809

2,984 views

Original Research

Published on 29 Feb 2024

Lattice layout and optimizer effect analysis for generating optimal transcranial electrical stimulation (tES) montages through the metaheuristic L1L1 method

in Brain-Computer Interfaces

Fernando Galaz Prieto
Maryam Samavaki
Sampsa Pursiainen

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1201574

1,232 views

Brief Research Report

Published on 26 Feb 2024

A method for synchronized use of EEG and eye tracking in fully immersive VR

in Brain-Computer Interfaces

Olav F. P. Larsen
William G. Tresselt
Emanuel A. Lorenz
Tomas Holt
Grethe Sandstrak
Tor I. Hansen
Xiaomeng Su
Alexander Holt

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1347974

6,460 views
8 citations

Editorial

Published on 21 Feb 2024

Editorial: Immersive technology and ambient intelligence for assistive living, medical, and healthcare solutions

in Brain-Computer Interfaces

Omneya Attallah
Ahmad Al-Kabbany
Shaza B. Zaghlool
Mohamed Kholief

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1376959

2,253 views
1 citation

Original Research

Published on 20 Feb 2024

AFM signal model for dysarthric speech classification using speech biomarkers

in Brain-Computer Interfaces

Shaik Mulla Shabber
Eratt Parameswaran Sumesh

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1346297

2,972 views
4 citations

Original Research

Published on 16 Feb 2024

Unleashing the potential of fNIRS with machine learning: classification of fine anatomical movements to empower future brain-computer interface

in Brain-Computer Interfaces

Haroon Khan
Rabindra Khadka
Malik Shahid Sultan
Anis Yazidi
Hernando Ombao
Peyman Mirtaheri

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1354143

3,698 views
5 citations

Review

Published on 16 Feb 2024

Analyzing and computing humans by means of the brain using Brain-Computer Interfaces - understanding the user – previous evidence, self-relevance and the user’s self-concept as potential superordinate human factors of relevance

in Brain-Computer Interfaces

Cornelia Herbert

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2023.1286895

3,163 views
5 citations

Systematic Review

Published on 14 Feb 2024

A systematic review of EEG based automated schizophrenia classification through machine learning and deep learning

in Brain-Computer Interfaces

Jagdeep Rahul
Diksha Sharma
Lakhan Dev Sharma
Umakanta Nanda
Achintya Kumar Sarkar

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1347082

7,536 views
17 citations

Original Research

Published on 12 Feb 2024

How to assess the accuracy of volume conduction models? A validation study with stereotactic EEG data

in Brain-Computer Interfaces

Maria Carla Piastra
Robert Oostenveld
Simon Homölle
Biao Han
Qi Chen
Thom Oostendorp

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1279183

2,305 views
2 citations

Original Research

Published on 01 Feb 2024

A comprehensive dataset for home appliance control using ERP-based BCIs with the application of inter-subject transfer learning

in Brain-Computer Interfaces

Jongmin Lee
Minju Kim
Dojin Heo
Jongsu Kim
Min-Ki Kim
Taejun Lee
Jongwoo Park
HyunYoung Kim
Minho Hwang
Laehyun Kim

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1320457

3,718 views
3 citations

Data Report

Published on 22 Jan 2024

EEG and EMG dataset for the detection of errors introduced by an active orthosis device

in Brain-Computer Interfaces

Niklas Kueper
Kartik Chari
Judith Bütefür
Julia Habenicht
Tobias Rossol
Su Kyoung Kim
Marc Tabie
Frank Kirchner
Elsa Andrea Kirchner

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1304311

3,503 views
4 citations

Original Research

Published on 22 Jan 2024

Advanced framework for epilepsy detection through image-based EEG signal analysis

in Brain-Computer Interfaces

Palani Thanaraj Krishnan
Sudheer Kumar Erramchetty
Bhanu Chander Balusa

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1336157

4,422 views
6 citations

Original Research

Published on 08 Jan 2024

Real-world characterization of vestibular contributions during locomotion

in Brain-Computer Interfaces

Liam H. Foulger
Jesse M. Charlton
Jean-Sébastien Blouin

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2023.1329097

2,670 views
1 citation

Review

Published on 05 Jan 2024

Community mobility and participation assessment of manual wheelchair users: a review of current techniques and challenges

in Brain-Computer Interfaces

Grace Fasipe
Maja Goršič
Mohammad Habibur Rahman
Jacob Rammer

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2023.1331395

4,716 views
4 citations

Original Research

Published on 07 Dec 2023

Multi-domain feature joint optimization based on multi-view learning for improving the EEG decoding

in Brain-Computer Interfaces

Bin Shi
Zan Yue
Shuai Yin
Junyang Zhao
Jing Wang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2023.1292428

2,335 views
1 citation