Frontiers in Human Neuroscience | Brain-Computer Interfaces

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

952 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

653 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

877 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

733 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

691 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

901 views

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

629 views

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

876 views

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

782 views
1 citation

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

949 views
1 citation

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

1,055 views

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

670 views

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

1,445 views
1 citation

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

830 views

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

1,391 views

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

889 views