Frontiers in Human Neuroscience | Brain-Computer Interfaces

Review

Accepted on 23 Apr 2025

Guiding Principles and Considerations for Designing a Well-Structured Curriculum for the BCI Major Based on the Multidisciplinary Nature of Brain-Computer Interface

in Brain-Computer Interfaces

Hengyuan Yang
Tianwen Li
Lei Zhao
Yanzhao Wei
Xiaogang Chen
Jiahui Pan
Yunfa Fu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1554266

153 views

Original Research

Published on 14 Apr 2025

Cross-subject affective analysis based on dynamic brain functional networks

in Brain-Computer Interfaces

Lifeng You
Tianyu Zhong
Erheng He
Xuejie Liu
Qinghua Zhong

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1445763

489 views

Original Research

Accepted on 09 Apr 2025

Adversarial Denoising of EEG Signals: A Comparative Analysis of Standard GAN and WGAN-GP Approaches

in Brain-Computer Interfaces

Imad Eddine TIBERMACINE
Samuele Russo
Francesco Citeroni
Giuseppe Mancini
Abdelaziz Rabehi
Amal H. Alharbi
El-Sayed M. El-kenawy
Christian Napoli

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1583342

291 views

Original Research

Published on 09 Apr 2025

BCI move: exploring pediatric BCI-controlled power mobility

in Brain-Computer Interfaces

Leah Hammond
Danette Rowley
Corinne Tuck
Erica Danielle Floreani
Amy Wieler
Vella Shin-Hyung Kim
Hosein Bahari
John Andersen
Adam Kirton
Eli Kinney-Lang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1456692

868 views

Original Research

Published on 08 Apr 2025

Nature documentaries vs. quiet rest: no evidence for an impact on event-related desynchronization during motor imagery and neurofeedback

in Brain-Computer Interfaces

Jennifer Decker
Mareike Daeglau
Catharina Zich
Cornelia Kranczioch

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1539172

530 views

Original Research

Published on 07 Apr 2025

Structured noise champagne: an empirical Bayesian algorithm for electromagnetic brain imaging with structured noise

in Brain-Computer Interfaces

Sanjay Ghosh
Chang Cai
Ali Hashemi
Yijing Gao
Stefan Haufe
Kensuke Sekihara
Ashish Raj
Srikantan S. Nagarajan

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1386275

461 views

Editorial

Published on 02 Apr 2025

Editorial: Neuroscience and emotional design

in Brain-Computer Interfaces

Qing-Xing Qu
Vincent G. Duffy

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1591488

432 views

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

1,029 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

719 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

721 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

987 views

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

1,625 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

1,089 views

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

763 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

498 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

783 views