Frontiers in Human Neuroscience | Brain-Computer Interfaces

Original Research

Published on 02 Apr 2025

Toward brain-computer interface speller with movement-related cortical potentials as control signals

in Brain-Computer Interfaces

José Jesús Hernández-Gloria
Andres Jaramillo-Gonzalez
Andrej M. Savić
Natalie Mrachacz-Kersting

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1539081

1,611 views

Original Research

Published on 27 Mar 2025

Heterogeneous transfer learning model for improving the classification performance of fNIRS signals in motor imagery among cross-subject stroke patients

in Brain-Computer Interfaces

Jin Feng
YunDe Li
ZiJun Huang
Yehang Chen
SenLiang Lu
RongLiang Hu
QingHui Hu
YuYao Chen
XiMiao Wang
Yong Fan

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1555690

1,362 views

Review

Published on 12 Mar 2025

Comparison metrics and power trade-offs for BCI motor decoding circuit design

in Brain-Computer Interfaces

Joe Saad
Adrian Evans
Ilan Jaoui
Victor Roux-Sibillon
Emmanuel Hardy
Lorena Anghel

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1547074

1,138 views

Original Research

Published on 12 Mar 2025

Classifying mental motor tasks from chronic ECoG-BCI recordings using phase-amplitude coupling features

in Brain-Computer Interfaces

Morgane Marzulli
Alexandre Bleuzé
Joe Saad
Felix Martel
Philippe Ciuciu
Tetiana Aksenova
Lucas Struber

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1521491

1,428 views

Original Research

Published on 06 Mar 2025

Brain–computer-interface-driven artistic expression: real-time cognitive visualization in the pangolin scales animatronic dress and screen dress

in Brain-Computer Interfaces

Leonhard Schreiner
Anouk Wipprecht
Ali Olyanasab
Sebastian Sieghartsleitner
Harald Pretl
Christoph Guger

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1516776

2,221 views
1 citation

Systematic Review

Published on 06 Mar 2025

Efficacy and safety of brain–computer interface for stroke rehabilitation: an overview of systematic review

in Brain-Computer Interfaces

Jiajun Liu
Yiwei Li
Dongjie Zhao
Lirong Zhong
Yan Wang
Man Hao
Jianxiong Ma

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1525293

3,334 views
1 citation

Original Research

Published on 05 Mar 2025

Cognitive load recognition in simulated flight missions: an EEG study

in Brain-Computer Interfaces

Yueying Zhou
Xijia Xu
Daoqiang Zhang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1542774

1,213 views

Original Research

Published on 04 Mar 2025

Artifact filtering application to increase online parity in a communication BCI: progress toward use in daily-life

in Brain-Computer Interfaces

Tab Memmott
Daniel Klee
Niklas Smedemark-Margulies
Barry Oken

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1551214

750 views

Original Research

Published on 26 Feb 2025

A spatial and temporal transformer-based EEG emotion recognition in VR environment

in Brain-Computer Interfaces

Ming Li
Peng Yu
Yang Shen

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1517273

1,360 views

Original Research

Published on 21 Feb 2025

Neural signal analysis in chronic stroke: advancing intracortical brain-computer interface design

in Brain-Computer Interfaces

Nabila Shawki
Alessandro Napoli
Carlos E. Vargas-Irwin
Christopher K. Thompson
John P. Donoghue
Mijail D. Serruya

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1544397

1,325 views

Editorial

Published on 20 Feb 2025

Editorial: The role of code-modulated evoked potentials in next-generation brain-computer interfacing

in Brain-Computer Interfaces

Víctor Martínez-Cagigal
Jordy Thielen
Roberto Hornero
Peter Desain

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1548183

897 views

Editorial

Published on 11 Feb 2025

Editorial: AI and machine learning application for neurological disorders and diagnosis

in Brain-Computer Interfaces

Kandala N. V. P. S. Rajesh
Venkata Mani Vakamulla
T. Sunil Kumar

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1558584

1,138 views

Original Research

Published on 11 Feb 2025

A novel paradigm for fast training data generation in asynchronous movement-based BCIs

in Brain-Computer Interfaces

Markus R. Crell
Kyriaki Kostoglou
Kathrin Sterk
Gernot R. Müller-Putz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1540155

989 views

Original Research

Published on 28 Jan 2025

Error-related potentials during multitasking involving sensorimotor control: an ERP and offline decoding study for brain-computer interface

in Brain-Computer Interfaces

Masaki Yasuhara
Isao Nambu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1516721

986 views

Original Research

Published on 24 Jan 2025

Stochasticity as a solution for overfitting—A new model and comparative study on non-invasive EEG prospects

in Brain-Computer Interfaces

Yousef A. Radwan
Eslam Ahmed Mohamed
Donia Metwalli
Mariam Barakat
Anas Ahmed
Antony E. Kiroles
Sahar Selim

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1484470

1,271 views
1 citation

Original Research

Published on 09 Jan 2025

Single-channel attention classification algorithm based on robust Kalman filtering and norm-constrained ELM

in Brain-Computer Interfaces

Jing He
Zijun Huang
Yunde Li
Jiangfeng Shi
Yehang Chen
Chengliang Jiang
Jin Feng

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1481493

914 views