Cargando…

Independent Low-Rank Matrix Analysis-Based Automatic Artifact Reduction Technique Applied to Three BCI Paradigms

Electroencephalogram (EEG)-based brain-computer interfaces (BCIs) can potentially enable people to non-invasively and directly communicate with others using brain activities. Artifacts generated from body activities (e.g., eyeblinks and teeth clenches) often contaminate EEGs and make EEG-based class...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kanoga, Suguru, Hoshino, Takayuki, Asoh, Hideki
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2020
Materias:	Human Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7296171/ https://www.ncbi.nlm.nih.gov/pubmed/32581739 http://dx.doi.org/10.3389/fnhum.2020.00173

Ejemplares similares

EEG hybrid brain-computer interfaces: A scoping review applying an existing hybrid-BCI taxonomy and considerations for pediatric applications
por: Mussi, Matheus G., et al.
Publicado: (2022)

Information Bottleneck as Optimisation Method for SSVEP-Based BCI
por: Ingel, Anti, et al.
Publicado: (2021)

BCI-FES With Multimodal Feedback for Motor Recovery Poststroke
por: Remsik, Alexander B., et al.
Publicado: (2022)

Methods for motion artifact reduction in online brain-computer interface experiments: a systematic review
por: Schmoigl-Tonis, Mathias, et al.
Publicado: (2023)

An online hybrid BCI combining SSVEP and EOG-based eye movements
por: Zhang, Jun, et al.
Publicado: (2023)

An open-source human-in-the-loop BCI research framework: method and design
por: Gemborn Nilsson, Martin, et al.
Publicado: (2023)

Variance characteristic preserving common spatial pattern for motor imagery BCI
por: Liang, Wei, et al.
Publicado: (2023)

Artifacts in EEG-Based BCI Therapies: Friend or Foe?
por: McDermott, Eric James, et al.
Publicado: (2021)

Long Multi-Stage Training for a Motor-Impaired User in a BCI Competition
por: Turi, Federica, et al.
Publicado: (2021)

An Open Source-Based BCI Application for Virtual World Tour and Its Usability Evaluation
por: Woo, Sanghum, et al.
Publicado: (2021)

Toward EEG-Based BCI Applications for Industry 4.0: Challenges and Possible Applications
por: Douibi, Khalida, et al.
Publicado: (2021)

BCI-Based Consumers' Choice Prediction From EEG Signals: An Intelligent Neuromarketing Framework
por: Mashrur, Fazla Rabbi, et al.
Publicado: (2022)

Humanoid Robot Walking in Maze Controlled by SSVEP-BCI Based on Augmented Reality Stimulus
por: Zhang, Shangen, et al.
Publicado: (2022)

Automatic subject-specific spatiotemporal feature selection for subject-independent affective BCI
por: Almarri, Badar, et al.
Publicado: (2021)

Long-Term BCI Training of a Tetraplegic User: Adaptive Riemannian Classifiers and User Training
por: Benaroch, Camille, et al.
Publicado: (2021)

Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition
por: Müller-Putz, Gernot R., et al.
Publicado: (2022)

EEG-Based Brain Network Analysis of Chronic Stroke Patients After BCI Rehabilitation Training
por: Zhan, Gege, et al.
Publicado: (2022)

EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy
por: Lee, Min-Ho, et al.
Publicado: (2019)

Hybrid EEG-fNIRS BCI Fusion Using Multi-Resolution Singular Value Decomposition (MSVD)
por: Khan, Muhammad Umer, et al.
Publicado: (2020)

Analysis of Human Gait Using Hybrid EEG-fNIRS-Based BCI System: A Review
por: Khan, Haroon, et al.
Publicado: (2021)

Hand-worn devices for assessment and rehabilitation of motor function and their potential use in BCI protocols: a review
por: Bates, Madison, et al.
Publicado: (2023)

Repairing Artifacts in Neural Activity Recordings Using Low-Rank Matrix Estimation
por: Naik, Shruti, et al.
Publicado: (2023)

Co-adaptive Training Improves Efficacy of a Multi-Day EEG-Based Motor Imagery BCI Training
por: Abu-Rmileh, Amjad, et al.
Publicado: (2019)

Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance
por: Śliwowski, Maciej, et al.
Publicado: (2023)

A gap between reasons for skilled use of BCI speech devices and reasons for utterances, with implications for speech ownership
por: Rainey, Stephen
Publicado: (2023)

Optimizing the Face Paradigm of BCI System by Modified Mismatch Negative Paradigm
por: Zhou, Sijie, et al.
Publicado: (2016)

Bridging the BCI illiteracy gap: a subject-to-subject semantic style transfer for EEG-based motor imagery classification
por: Kim, Da-Hyun, et al.
Publicado: (2023)

Online adaptive group-wise sparse Penalized Recursive Exponentially Weighted N-way Partial Least Square for epidural intracranial BCI
por: Moly, Alexandre, et al.
Publicado: (2023)

Wheelchair Control in a Virtual Environment by Healthy Participants Using a P300-BCI Based on Tactile Stimulation: Training Effects and Usability
por: Eidel, Matthias, et al.
Publicado: (2020)

Advancing Brain-Computer Interface Applications for Severely Disabled Children Through a Multidisciplinary National Network: Summary of the Inaugural Pediatric BCI Canada Meeting
por: Kinney-Lang, Eli, et al.
Publicado: (2020)

EPIC: Annotated epileptic EEG independent components for artifact reduction
por: Lopes, Fábio, et al.
Publicado: (2022)

Peak Detection with Online Electroencephalography (EEG) Artifact Removal for Brain–Computer Interface (BCI) Purposes
por: Benda, Mihaly, et al.
Publicado: (2019)

Artifact characterization and mitigation techniques during concurrent sensing and stimulation using bidirectional deep brain stimulation platforms
por: Alarie, Michaela E., et al.
Publicado: (2022)

The No-Report Paradigm: A Revolution in Consciousness Research?
por: Duman, Irem, et al.
Publicado: (2022)

Editorial: Pushing the limits of motor function recovery in rehabilitation: Basic to applied research based on neuroscience
por: Nakano, Hideki, et al.
Publicado: (2023)

The Automatic but Flexible and Content-Dependent Nature of Syntax
por: Jiménez-Ortega, Laura, et al.
Publicado: (2021)

Analysis of Prefrontal Single-Channel EEG Data for Portable Auditory ERP-Based Brain–Computer Interfaces
por: Ogino, Mikito, et al.
Publicado: (2019)

Applying Dimensionality Reduction Techniques in Source-Space Electroencephalography via Template and Magnetic Resonance Imaging-Derived Head Models to Continuously Decode Hand Trajectories
por: Srisrisawang, Nitikorn, et al.
Publicado: (2022)

Editorial: New paradigm of attention and attention training: Mechanisms and applications
por: Wang, Fushun, et al.
Publicado: (2023)

A novel P300 BCI speller based on the Triple RSVP paradigm
por: Lin, Zhimin, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_m68tj7cnrc5pdr6u18kub9e6cm