Frontiers in Human Neuroscience | Brain-Computer Interfaces

Systematic Review

Published on 10 Jul 2024

Harnessing Few-Shot Learning for EEG signal classification: a survey of state-of-the-art techniques and future directions

in Brain-Computer Interfaces

Chirag Ahuja
Divyashikha Sethia

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1421922

2,959 views

Original Research

Published on 10 Jul 2024

Gender effect in human–machine communication: a neurophysiological study

in Brain-Computer Interfaces

Yi Ding
Ran Guo
Wei Lyu
Wengang Zhang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1376221

1,269 views

Original Research

Published on 09 Jul 2024

AttentionCARE: replicability of a BCI for the clinical application of augmented reality-guided EEG-based attention modification for adolescents at high risk for depression

in Brain-Computer Interfaces

Richard Gall
Nastasia Mcdonald
Xiaofei Huang
Anna Wears
Rebecca B. Price
Sarah Ostadabbas
Murat Akcakaya
Mary L. Woody

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1360218

1,238 views

Editorial

Published on 02 Jul 2024

Editorial: Analyzing and computing humans - the role of language, culture, brain and health

in Brain-Computer Interfaces

Cornelia Herbert
Georg Northoff

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1439729

777 views

Review

Published on 27 Jun 2024

The ethical significance of user-control in AI-driven speech-BCIs: a narrative review

in Brain-Computer Interfaces

O. C. van Stuijvenberg
D. P. S. Samlal
M. J. Vansteensel
M. L. D. Broekman
K. R. Jongsma

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1420334

1,678 views
1 citation

Original Research

Published on 27 Jun 2024

Investigating multilevel cognitive processing within error-free and error-prone feedback conditions in executed and observed car driving

in Brain-Computer Interfaces

Hannah S. Pulferer
Cuntai Guan
Gernot R. Müller-Putz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1383956

1,526 views
1 citation

Hypothesis and Theory

Published on 25 Jun 2024

Attention switching through text dissimilarity: a cognition research on fragmented reading behavior

in Brain-Computer Interfaces

Jingjing Cao
Jingtao Luo
Jia Zhou
Yunshan Jiang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1402746

1,725 views
1 citation

Original Research

Published on 21 Jun 2024

EEGGAN-Net: enhancing EEG signal classification through data augmentation

in Brain-Computer Interfaces

Jiuxiang Song
Qiang Zhai
Chuang Wang
Jizhong Liu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1430086

2,093 views
1 citation

Original Research

Published on 12 Jun 2024

Recording the tactile P300 with the cEEGrid for potential use in a brain-computer interface

in Brain-Computer Interfaces

M. Eidel
M. Pfeiffer
P. Ziebell
A. Kübler

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1371631

1,571 views

Original Research

Published on 12 Jun 2024

A deep neural network and transfer learning combined method for cross-task classification of error-related potentials

in Brain-Computer Interfaces

Guihong Ren
Akshay Kumar
Seedahmed S. Mahmoud
Qiang Fang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1394107

1,082 views

Original Research

Published on 11 Jun 2024

BrainCDNet: a concatenated deep neural network for the detection of brain tumors from MRI images

in Brain-Computer Interfaces

K. Rasool Reddy
Kandala N. V. P. S. Rajesh
Ravindra Dhuli
Vuddagiri Ravi Kumar

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1405586

1,243 views

Review

Published on 05 Jun 2024

Comprehensive evaluation methods for translating BCI into practical applications: usability, user satisfaction and usage of online BCI systems

in Brain-Computer Interfaces

He Pan
Peng Ding
Fan Wang
Tianwen Li
Lei Zhao
Wenya Nan
Yunfa Fu
Anmin Gong

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1429130

2,341 views
2 citations

Opinion

Published on 04 Jun 2024

ChatGPT and BCI-VR: a new integrated diagnostic and therapeutic perspective for the accurate diagnosis and personalized treatment of mild cognitive impairment

in Brain-Computer Interfaces

Yiduo Yao
W. Z. W. Hasan
Wenlong Jiao
Xianling Dong
H. R. Ramli
N. M. H. Norsahperi
Dong Wen

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1426055

2,013 views
1 citation

Original Research

Published on 30 May 2024

Post-stroke aphasia rehabilitation using an adapted visual P300 brain-computer interface training: improvement over time, but specificity remains undetermined

in Brain-Computer Interfaces

Sonja C. Kleih
Loic Botrel

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1400336

1,447 views

Original Research

Published on 30 May 2024

Consistent spectro-spatial features of human ECoG successfully decode naturalistic behavioral states

in Brain-Computer Interfaces

Abdulwahab Alasfour
Vikash Gilja

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1388267

1,130 views

Original Research

Published on 22 May 2024

Two-stage sparse multi-objective evolutionary algorithm for channel selection optimization in BCIs

in Brain-Computer Interfaces

Tianyu Liu
Yu Wu
An Ye
Lei Cao
Yongnian Cao

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1400077

863 views
1 citation

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Articles

Harnessing Few-Shot Learning for EEG signal classification: a survey of state-of-the-art techniques and future directions

Gender effect in human–machine communication: a neurophysiological study

AttentionCARE: replicability of a BCI for the clinical application of augmented reality-guided EEG-based attention modification for adolescents at high risk for depression

Editorial: Analyzing and computing humans - the role of language, culture, brain and health

The ethical significance of user-control in AI-driven speech-BCIs: a narrative review

Investigating multilevel cognitive processing within error-free and error-prone feedback conditions in executed and observed car driving

Attention switching through text dissimilarity: a cognition research on fragmented reading behavior

EEGGAN-Net: enhancing EEG signal classification through data augmentation

Recording the tactile P300 with the cEEGrid for potential use in a brain-computer interface

A deep neural network and transfer learning combined method for cross-task classification of error-related potentials

BrainCDNet: a concatenated deep neural network for the detection of brain tumors from MRI images

Comprehensive evaluation methods for translating BCI into practical applications: usability, user satisfaction and usage of online BCI systems

ChatGPT and BCI-VR: a new integrated diagnostic and therapeutic perspective for the accurate diagnosis and personalized treatment of mild cognitive impairment

Post-stroke aphasia rehabilitation using an adapted visual P300 brain-computer interface training: improvement over time, but specificity remains undetermined

Consistent spectro-spatial features of human ECoG successfully decode naturalistic behavioral states

Two-stage sparse multi-objective evolutionary algorithm for channel selection optimization in BCIs