Cargando…

Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis

Recent studies show that the integrity of core perceptual and cognitive functions may be tested in a short time with Steady-State Visual Evoked Potentials (SSVEP) with low stimulation frequencies, between 1 and 10 Hz. Wearable EEG systems provide unique opportunities to test these brain functions on...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kartsch, Victor Javier, Kumaravel, Velu Prabhakar, Benatti, Simone, Vallortigara, Giorgio, Benini, Luca, Farella, Elisabetta, Buiatti, Marco
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9785135/ https://www.ncbi.nlm.nih.gov/pubmed/36560172 http://dx.doi.org/10.3390/s22249803

Ejemplares similares

NEAR: An artifact removal pipeline for human newborn EEG data
por: Kumaravel, Velu Prabhakar, et al.
Publicado: (2022)

Adaptable and Robust EEG Bad Channel Detection Using Local Outlier Factor (LOF)
por: Kumaravel, Velu Prabhakar, et al.
Publicado: (2022)

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

A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies
por: Benatti, Simone, et al.
Publicado: (2017)

SSVEP Extraction Based on the Similarity of Background EEG
por: Wu, Zhenghua
Publicado: (2014)

A SSVEP Stimuli Encoding Method Using Trinary Frequency-Shift Keying Encoded SSVEP (TFSK-SSVEP)
por: Zhao, Xing, et al.
Publicado: (2017)

An Open Dataset for Wearable SSVEP-Based Brain-Computer Interfaces
por: Zhu, Fangkun, et al.
Publicado: (2021)

Solving the SSVEP Paradigm Using the Nonlinear Canonical Correlation Analysis Approach
por: De la Cruz-Guevara, Danni Rodrigo, et al.
Publicado: (2021)

A novel untrained SSVEP-EEG feature enhancement method using canonical correlation analysis and underdamped second-order stochastic resonance
por: Chen, Ruiquan, et al.
Publicado: (2023)

Evaluating the Effect of Stimuli Color and Frequency on SSVEP
por: Duart, Xavier, et al.
Publicado: (2020)

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

Frequency- and Phase Encoded SSVEP Using Spatiotemporal Beamforming
por: Wittevrongel, Benjamin, et al.
Publicado: (2016)

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

GDNet-EEG: An attention-aware deep neural network based on group depth-wise convolution for SSVEP stimulation frequency recognition
por: Wan, Zhijiang, et al.
Publicado: (2023)

Sinc-Windowing and Multiple Correlation Coefficients Improve SSVEP Recognition Based on Canonical Correlation Analysis
por: Mondini, Valeria, et al.
Publicado: (2018)

In pursuit of visual attention: SSVEP frequency-tagging moving targets
por: de Lissa, Peter, et al.
Publicado: (2020)

Dataset for EEG signals used to detect the effect of coffee consumption on the activation of SSVEP signal
por: Pradhan, Bikash K., et al.
Publicado: (2020)

Multiple Frequencies Sequential Coding for SSVEP-Based Brain-Computer Interface
por: Zhang, Yangsong, et al.
Publicado: (2012)

Assessing the feasibility of online SSVEP decoding in human walking using a consumer EEG headset
por: Lin, Yuan-Pin, et al.
Publicado: (2014)

EEG-Controlled Wall-Crawling Cleaning Robot Using SSVEP-Based Brain-Computer Interface
por: Shao, Lei, et al.
Publicado: (2020)

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

SSVEP phase synchronies and propagation during repetitive visual stimulation at high frequencies
por: Tsoneva, Tsvetomira, et al.
Publicado: (2021)

A Zero-Padding Frequency Domain Convolutional Neural Network for SSVEP Classification
por: Gao, Dongrui, et al.
Publicado: (2022)

A dataset of EEG signals from a single-channel SSVEP-based brain computer interface
por: Acampora, Giovanni, et al.
Publicado: (2021)

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)

A Methodology for Enhancing SSVEP Features Using Adaptive Filtering Based on the Spatial Distribution of EEG Signals
por: Wang, Shengyu, et al.
Publicado: (2023)

Design and implementation of high sampling rate and multichannel wireless recorder for EEG monitoring and SSVEP response detection
por: Li, Ruikai, et al.
Publicado: (2023)

Use of Sine Shaped High-Frequency Rhythmic Visual Stimuli Patterns for SSVEP Response Analysis and Fatigue Rate Evaluation in Normal Subjects
por: Keihani, Ahmadreza, et al.
Publicado: (2018)

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

Kinect and wearable inertial sensors for motor rehabilitation programs at home: state of the art and an experimental comparison
por: Milosevic, Bojan, et al.
Publicado: (2020)

SSVEP unsupervised adaptive feature recognition method based on self-similarity of same-frequency signals
por: Yan, Wenqiang, et al.
Publicado: (2023)

Accurate Decoding of Short, Phase-Encoded SSVEPs
por: Youssef Ali Amer, Ahmed, et al.
Publicado: (2018)

A Wearable System for Gait Training in Subjects with Parkinson's Disease
por: Casamassima, Filippo, et al.
Publicado: (2014)

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

Sub-Sampling Framework Comparison for Low-Power Data Gathering: A Comparative Analysis
por: Milosevic, Bojan, et al.
Publicado: (2015)

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

Cortical network properties revealed by SSVEP in anesthetized rats
por: Xu, Peng, et al.
Publicado: (2013)

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

Physical connections between different SSVEP neural networks
por: Wu, Zhenghua
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_rq504fukkjm0jv261a07tlcuvr