Frontiers in Human Neuroscience | Brain-Computer Interfaces

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

2,255 views
3 citations

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

2,020 views
3 citations

Original Research

Published on 24 Dec 2024

A Bayesian dynamic stopping method for evoked response brain-computer interfacing

in Brain-Computer Interfaces

Sara Ahmadi
Peter Desain
Jordy Thielen

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1437965

1,677 views
4 citations

Original Research

Published on 17 Dec 2024

Domain adaptation spatial feature perception neural network for cross-subject EEG emotion recognition

in Brain-Computer Interfaces

Wei Lu
Xiaobo Zhang
Lingnan Xia
Hua Ma
Tien-Ping Tan

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1471634

2,613 views
4 citations

Original Research

Published on 17 Dec 2024

EEG channel and feature investigation in binary and multiple motor imagery task predictions

in Brain-Computer Interfaces

Murside Degirmenci
Yilmaz Kemal Yuce
Matjaž Perc
Yalcin Isler

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1525139

2,735 views
10 citations

Original Research

Published on 16 Dec 2024

Heterogeneous appetite patterns in depression: computational modeling of nutritional interoception, reward processing, and decision-making

in Brain-Computer Interfaces

Yuuki Uchida
Takatoshi Hikida
Manabu Honda
Yuichi Yamashita

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1502508

2,878 views
2 citations

Brief Research Report

Published on 10 Dec 2024

A comparative study of wavelet families for schizophrenia detection

in Brain-Computer Interfaces

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

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1463819

1,596 views
1 citation

Perspective

Published on 29 Nov 2024

Olfactory neurofeedback: current state and possibilities for further development

in Brain-Computer Interfaces

Ivan Ninenko
Alexandra Medvedeva
Victoria L. Efimova
Daria F. Kleeva
Marina Morozova
Mikhail A. Lebedev

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1419552

3,504 views
4 citations

Original Research

Published on 26 Nov 2024

Four-class ASME BCI: investigation of the feasibility and comparison of two strategies for multiclassing

in Brain-Computer Interfaces

Simon Kojima
Shin'ichiro Kanoh

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1461960

1,778 views
2 citations

Original Research

Published on 15 Nov 2024

Attention model of EEG signals based on reinforcement learning

in Brain-Computer Interfaces

Wei Zhang
Xianlun Tang
Mengzhou Wang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1442398

4,409 views
3 citations

Original Research

Published on 31 Oct 2024

Multi-source domain adaptation for EEG emotion recognition based on inter-domain sample hybridization

in Brain-Computer Interfaces

Xu Wu
Xiangyu Ju
Sheng Dai
Xinyu Li
Ming Li

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1464431

2,893 views
5 citations

Review

Published on 31 Oct 2024

Caregivers in implantable brain-computer interface research: a scoping review

in Brain-Computer Interfaces

Nicolai Wohns
Natalie Dorfman
Eran Klein

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1490066

2,668 views
1 citation

Systematic Review

Published on 30 Oct 2024

Knowledge mapping and research trends of brain-computer interface technology in rehabilitation: a bibliometric analysis

in Brain-Computer Interfaces

Mingyue Liu
Mingzhu Fang
Mengya Liu
Shasha Jin
Bin Liu
Liang Wu
Zhe Li

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1486167

5,273 views
1 citation

Original Research

Published on 30 Oct 2024

Factors influencing the social acceptance of brain-computer interface technology among Chinese general public: an exploratory study

in Brain-Computer Interfaces

RuiTong Xia
Shusheng Yang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1423382

5,920 views
1 citation

Editorial

Published on 22 Oct 2024

Editorial: Advances in hybrid and application-driven BCI systems

in Brain-Computer Interfaces

Minkyu Ahn
Bradley Jay Edelman
Bin He
Gernot R. Müller-Putz
Florian Röhrbein

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1498196

1,525 views
1 citation

Perspective

Published on 17 Oct 2024

HYBRIDMINDS—summary and outlook of the 2023 international conference on the ethics and regulation of intelligent neuroprostheses

in Brain-Computer Interfaces

Maria Buthut
Georg Starke
Tugba Basaran Akmazoglu
Annalisa Colucci
Mareike Vermehren
Amanda van Beinum
Christoph Bublitz
Jennifer Chandler
Marcello Ienca
Surjo R. Soekadar

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1489307

4,940 views
2 citations

Original Research

Published on 07 Oct 2024

Enhancing learning experiences: EEG-based passive BCI system adapts learning speed to cognitive load in real-time, with motivation as catalyst

in Brain-Computer Interfaces

Noémie Beauchemin
Patrick Charland
Alexander Karran
Jared Boasen
Bella Tadson
Sylvain Sénécal
Pierre-Majorique Léger

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1416683

7,867 views
17 citations

Systematic Review

Published on 26 Sep 2024

The effect of brain-computer interface controlled functional electrical stimulation training on rehabilitation of upper limb after stroke: a systematic review and meta-analysis

in Brain-Computer Interfaces

Chunlin Ren
Xinmin Li
Qian Gao
Mengyang Pan
Jing Wang
Fangjie Yang
Zhenfei Duan
Pengxue Guo
Yasu Zhang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1438095

9,802 views
9 citations

Case Report

Published on 04 Sep 2024

Case report: Novel use of clinical brain-computer interfaces in recreation programming for an autistic adolescent with co-occurring attention deficit hyperactivity disorder

in Brain-Computer Interfaces

Susannah Van Damme
Leslie Mumford
Aleah Johnson
Tom Chau

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1434792

5,236 views
1 citation

Original Research

Published on 26 Aug 2024

Improved motor imagery training for subject’s self-modulation in EEG-based brain-computer interface

in Brain-Computer Interfaces

Yilu Xu
Lilin Jie
Wenjuan Jian
Wenlong Yi
Hua Yin
Yingqiong Peng

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1447662

1,939 views
1 citation

Editorial

Published on 21 Aug 2024

Editorial: Recent advancements in brain-computer interfaces-based limb rehabilitation

in Brain-Computer Interfaces

Kishor Lakshminarayanan
Deepa Madathil
Bhaskar Mohan Murari
Rakshit Shah

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1466450

2,439 views

Editorial

Published on 06 Aug 2024

Editorial: The ethics of speech ownership in the context of neural control of augmented assistive communication

in Brain-Computer Interfaces

Zachary Freudenburg
Julia Berezutskaya
Cornelia Herbert

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1468938

1,505 views

Study Protocol

Published on 05 Aug 2024

Evaluating the real-world usability of BCI control systems with augmented reality: a user study protocol

in Brain-Computer Interfaces

Arnau Dillen
Mohsen Omidi
María Alejandra Díaz
Fakhreddine Ghaffari
Bart Roelands
Bram Vanderborght
Olivier Romain
Kevin De Pauw

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1448584

4,874 views
8 citations

Editorial

Published on 17 Jul 2024

Editorial: Methods and protocols in Brain-Computer Interfaces

in Brain-Computer Interfaces

Anastassia Angelopoulou
Ines Chihi
Jude Hemanth

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1447973

1,791 views
1 citation

500 articles

articles

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

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

A Bayesian dynamic stopping method for evoked response brain-computer interfacing

Domain adaptation spatial feature perception neural network for cross-subject EEG emotion recognition

EEG channel and feature investigation in binary and multiple motor imagery task predictions

Heterogeneous appetite patterns in depression: computational modeling of nutritional interoception, reward processing, and decision-making

A comparative study of wavelet families for schizophrenia detection

Olfactory neurofeedback: current state and possibilities for further development

Four-class ASME BCI: investigation of the feasibility and comparison of two strategies for multiclassing

Attention model of EEG signals based on reinforcement learning

Multi-source domain adaptation for EEG emotion recognition based on inter-domain sample hybridization

Caregivers in implantable brain-computer interface research: a scoping review

Knowledge mapping and research trends of brain-computer interface technology in rehabilitation: a bibliometric analysis

Factors influencing the social acceptance of brain-computer interface technology among Chinese general public: an exploratory study

Editorial: Advances in hybrid and application-driven BCI systems

HYBRIDMINDS—summary and outlook of the 2023 international conference on the ethics and regulation of intelligent neuroprostheses

Enhancing learning experiences: EEG-based passive BCI system adapts learning speed to cognitive load in real-time, with motivation as catalyst

The effect of brain-computer interface controlled functional electrical stimulation training on rehabilitation of upper limb after stroke: a systematic review and meta-analysis

Case report: Novel use of clinical brain-computer interfaces in recreation programming for an autistic adolescent with co-occurring attention deficit hyperactivity disorder

Improved motor imagery training for subject’s self-modulation in EEG-based brain-computer interface

Editorial: Recent advancements in brain-computer interfaces-based limb rehabilitation

Editorial: The ethics of speech ownership in the context of neural control of augmented assistive communication

Evaluating the real-world usability of BCI control systems with augmented reality: a user study protocol

Editorial: Methods and protocols in Brain-Computer Interfaces