Cargando…

An Analysis of Deep Learning Models in SSVEP-Based BCI: A Survey

The brain–computer interface (BCI), which provides a new way for humans to directly communicate with robots without the involvement of the peripheral nervous system, has recently attracted much attention. Among all the BCI paradigms, BCIs based on steady-state visual evoked potentials (SSVEPs) have...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xu, Dongcen, Tang, Fengzhen, Li, Yiping, Zhang, Qifeng, Feng, Xisheng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046535/ https://www.ncbi.nlm.nih.gov/pubmed/36979293 http://dx.doi.org/10.3390/brainsci13030483

Ejemplares similares

FB-CCNN: A Filter Bank Complex Spectrum Convolutional Neural Network with Artificial Gradient Descent Optimization
por: Xu, Dongcen, et al.
Publicado: (2023)

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

Driving Mode Selection through SSVEP-Based BCI and Energy Consumption Analysis
por: Wu, Juai, et al.
Publicado: (2022)

Optimizing SSVEP-Based BCI System towards Practical High-Speed Spelling
por: Tang, Jiabei, et al.
Publicado: (2020)

Asynchronous BCI control using high-frequency SSVEP
por: Diez, Pablo F, et al.
Publicado: (2011)

Assisted closed-loop optimization of SSVEP-BCI efficiency
por: Fernandez-Vargas, Jacobo, et al.
Publicado: (2013)

How Many People Could Use an SSVEP BCI?
por: Guger, Christoph, et al.
Publicado: (2012)

A Dynamic Selection Method for Reference Electrode in SSVEP-Based BCI
por: Wu, Zhenghua, et al.
Publicado: (2014)

A Prototype SSVEP Based Real Time BCI Gaming System
por: Martišius, Ignas, et al.
Publicado: (2016)

A Hybrid BCI Based on SSVEP and EOG for Robotic Arm Control
por: Zhu, Yuanlu, et al.
Publicado: (2020)

An Electric Wheelchair Manipulating System Using SSVEP-Based BCI System
por: Chen, Wen, et al.
Publicado: (2022)

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

An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI
por: Zhang, Yangsong, et al.
Publicado: (2014)

Autonomous Parameter Adjustment for SSVEP-Based BCIs with a Novel BCI Wizard
por: Gembler, Felix, et al.
Publicado: (2015)

Driving a Semiautonomous Mobile Robotic Car Controlled by an SSVEP-Based BCI
por: Stawicki, Piotr, et al.
Publicado: (2016)

A High-Speed SSVEP-Based BCI Using Dry EEG Electrodes
por: Xing, Xiao, et al.
Publicado: (2018)

On the Quantification of SSVEP Frequency Responses in Human EEG in Realistic BCI Conditions
por: Kuś, Rafał, et al.
Publicado: (2013)

Application of a single-flicker online SSVEP BCI for spatial navigation
por: Chen, Jingjing, et al.
Publicado: (2017)

BETA: A Large Benchmark Database Toward SSVEP-BCI Application
por: Liu, Bingchuan, et al.
Publicado: (2020)

Multi-person feature fusion transfer learning-based convolutional neural network for SSVEP-based collaborative BCI
por: Li, Penghai, et al.
Publicado: (2022)

Development of a Brain Computer Interface (BCI) Speller System Based on SSVEP Signals
por: Movahedi, Mohammad Mehdi, et al.
Publicado: (2013)

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

Optimization of SSVEP-BCI Virtual Reality Stereo Stimulation Parameters Based on Knowledge Graph
por: Zhu, Shixuan, et al.
Publicado: (2023)

Control of a Robotic Arm With an Optimized Common Template-Based CCA Method for SSVEP-Based BCI
por: Peng, Fang, et al.
Publicado: (2022)

A Novel Hybrid Mental Spelling Application Based on Eye Tracking and SSVEP-Based BCI
por: Stawicki, Piotr, et al.
Publicado: (2017)

Development of Single-Channel Hybrid BCI System Using Motor Imagery and SSVEP
por: Ko, Li-Wei, et al.
Publicado: (2017)

Dataset Evaluation Method and Application for Performance Testing of SSVEP-BCI Decoding Algorithm
por: Liang, Liyan, et al.
Publicado: (2023)

Corrigendum: Multi-person feature fusion transfer learning-based convolutional neural network for SSVEP-based collaborative BCI
por: Li, Penghai, et al.
Publicado: (2022)

A BCI-Based Study on the Relationship Between the SSVEP and Retinal Eccentricity in Overt and Covert Attention
por: Zhou, Yajun, et al.
Publicado: (2021)

Cross-Platform Implementation of an SSVEP-Based BCI for the Control of a 6-DOF Robotic Arm
por: Quiles, Eduardo, et al.
Publicado: (2022)

SSVEP BCI and Eye Tracking Use by Individuals With Late-Stage ALS and Visual Impairments
por: Peters, Betts, et al.
Publicado: (2020)

Age-Specific Mechanisms in an SSVEP-Based BCI Scenario: Evidences from Spontaneous Rhythms and Neuronal Oscillators
por: Ehlers, Jan, et al.
Publicado: (2012)

Channel Projection-Based CCA Target Identification Method for an SSVEP-Based BCI System of Quadrotor Helicopter Control
por: Gao, Qiang, et al.
Publicado: (2019)

eldBETA: A Large Eldercare-oriented Benchmark Database of SSVEP-BCI for the Aging Population
por: Liu, Bingchuan, et al.
Publicado: (2022)

Mobile BCI dataset of scalp- and ear-EEGs with ERP and SSVEP paradigms while standing, walking, and running
por: Lee, Young-Eun, et al.
Publicado: (2021)

DIY hybrid SSVEP-P300 LED stimuli for BCI platform using EMOTIV EEG headset
por: Mouli, Surej, et al.
Publicado: (2020)

Improving user experience of SSVEP BCI through low amplitude depth and high frequency stimuli design
por: Ladouce, S., et al.
Publicado: (2022)

Steady state visual evoked potential (SSVEP) based brain-computer interface (BCI) performance under different perturbations
por: İşcan, Zafer, et al.
Publicado: (2018)

A Survey of Stimulation Methods Used in SSVEP-Based BCIs
por: Zhu, Danhua, et al.
Publicado: (2010)

A CNN-Based Deep Learning Approach for SSVEP Detection Targeting Binaural Ear-EEG
por: Israsena, Pasin, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_7rikcpu3954btn2ohqdst0obg4