Frontiers in Human Neuroscience | Brain-Computer Interfaces

Original Research

Published on 02 May 2024

PSAEEGNet: pyramid squeeze attention mechanism-based CNN for single-trial EEG classification in RSVP task

in Brain-Computer Interfaces

Zijian Yuan
Qian Zhou
Baozeng Wang
Qi Zhang
Yang Yang
Yuwei Zhao
Yong Guo
Jin Zhou
Changyong Wang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1385360

2,151 views
4 citations

Correction

Published on 29 Apr 2024

Corrigendum: Building an open source classifier for the neonatal EEG background: a systematic feature-based approach from expert scoring to clinical visualization

in Brain-Computer Interfaces

Saeed Montazeri
Elana Pinchefsky
Ilse Tse
Viviana Marchi
Jukka Kohonen
Minna Kauppila
Manu Airaksinen
Karoliina Tapani
Päivi Nevalainen
Cecil Hahn

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1417744

867 views

Perspective

Published on 11 Apr 2024

Brain-computer interfaces and human factors: the role of language and cultural differences—Still a missing gap?

in Brain-Computer Interfaces

Cornelia Herbert

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1305445

3,448 views
5 citations

Original Research

Published on 10 Apr 2024

A pilot study on AI-driven approaches for classification of mental health disorders

in Brain-Computer Interfaces

Naman Dhariwal
Nidhi Sengupta
M. Madiajagan
Kiran Kumar Patro
P. Lalitha Kumari
Nagwan Abdel Samee
Ryszard Tadeusiewicz
Paweł Pławiak
Allam Jaya Prakash

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1376338

6,185 views
10 citations

Brief Research Report

Published on 10 Apr 2024

Gabor filter-based statistical features for ADHD detection

in Brain-Computer Interfaces

E. Sathiya
T. D. Rao
T. Sunil Kumar

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1369862

2,108 views
5 citations

Original Research

Published on 09 Apr 2024

Self supervised learning based emotion recognition using physiological signals

in Brain-Computer Interfaces

Min Zhang
YanLi Cui

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1334721

2,885 views
4 citations

Original Research

Published on 05 Apr 2024

Decoding kinematic information from beta-band motor rhythms of speech motor cortex: a methodological/analytic approach using concurrent speech movement tracking and magnetoencephalography

in Brain-Computer Interfaces

Ioanna Anastasopoulou
Douglas Owen Cheyne
Pascal van Lieshout
Blake Warren Johnson

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1305058

2,160 views
3 citations

Original Research

Published on 05 Apr 2024

Inconclusive results of slow cortical potential neurofeedback for the treatment of chronic post-stroke attention deficits

in Brain-Computer Interfaces

Sonja C. Kleih
Loic Botrel

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1301622

1,588 views
2 citations

Original Research

Published on 04 Apr 2024

Machine learning algorithms for detection of visuomotor neural control differences in individuals with PASC and ME

in Brain-Computer Interfaces

Harit Ahuja
Smriti Badhwar
Heather Edgell
Marin Litoiu
Lauren E. Sergio

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1359162

2,390 views

Original Research

Published on 28 Mar 2024

Music emotion recognition based on temporal convolutional attention network using EEG

in Brain-Computer Interfaces

Yinghao Qiao
Jiajia Mu
Jialan Xie
Binghui Hu
Guangyuan Liu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1324897

4,216 views
6 citations

Review

Published on 27 Mar 2024

Several inaccurate or erroneous conceptions and misleading propaganda about brain-computer interfaces

in Brain-Computer Interfaces

Yanxiao Chen
Fan Wang
Tianwen Li
Lei Zhao
Anmin Gong
Wenya Nan
Peng Ding
Yunfa Fu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1391550

5,113 views
4 citations

Original Research

Published on 25 Mar 2024

Adaptation and learning as strategies to maximize reward in neurofeedback tasks

in Brain-Computer Interfaces

Rodrigo Osuna-Orozco
Yi Zhao
Hannah Marie Stealey
Hung-Yun Lu
Enrique Contreras-Hernandez
Samantha Rose Santacruz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1368115

2,470 views
1 citation

Original Research

Published on 22 Mar 2024

Magilock: a reliable control triggering method in multi-channel eye-control systems

in Brain-Computer Interfaces

Niu Ya-Feng
He Jia-Xin
Liu Jin

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1365838

2,674 views
1 citation

Data Report

Published on 21 Mar 2024

fNIRS dataset during complex scene analysis

in Brain-Computer Interfaces

Matthew Ning
Sudan Duwadi
Meryem A. Yücel
Alexander von Lühmann
David A. Boas
Kamal Sen

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1329086

4,557 views

Technology and Code

Published on 13 Mar 2024

The SESAMEEG package: a probabilistic tool for source localization and uncertainty quantification in M/EEG

in Brain-Computer Interfaces

Gianvittorio Luria
Alessandro Viani
Annalisa Pascarella
Harald Bornfleth
Sara Sommariva
Alberto Sorrentino

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1359753

3,842 views
3 citations

Original Research

Published on 13 Mar 2024

Real-time EEG-based emotion recognition for neurohumanities: perspectives from principal component analysis and tree-based algorithms

in Brain-Computer Interfaces

Miguel Alejandro Blanco-Ríos
Milton Osiel Candela-Leal
Cecilia Orozco-Romo
Paulina Remis-Serna
Carol Stefany Vélez-Saboyá
Jorge de Jesús Lozoya-Santos
Manuel Cebral-Loureda
Mauricio Adolfo Ramírez-Moreno

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1319574

8,533 views
7 citations