Cargando…

3D Input Convolutional Neural Network for SSVEP Classification in Design of Brain Computer Interface for Patient User

This research was aimed at presenting performance of 3-dimensional input convolutional neural networks for steady-state visual evoked potential classification in a wireless EEG-based brain-computer interface system. Overall performance of a brain-computer interface system depends on information tran...

Descripción completa

Detalles Bibliográficos
Autores principales:	Oralhan, Zeki, Oralhan, Burcu, Khayyat, Manal M., Abdel-Khalek, Sayed, Mansour, Romany F.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9159868/ https://www.ncbi.nlm.nih.gov/pubmed/35664638 http://dx.doi.org/10.1155/2022/8452002

Ejemplares similares

Modeling of Compulsive Behavior Types of Obsessive-Compulsive Disorder Patients by Using the Data Mining Method
por: Karayağız, Şaban, et al.
Publicado: (2022)

Determination of the Risk Factors That Influence Occurrence Time of Traffic Accidents with Survival Analysis
por: ORALHAN, Burcu, et al.
Publicado: (2018)

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

Intelligent Deep Learning Enabled Oral Squamous Cell Carcinoma Detection and Classification Using Biomedical Images
por: Alanazi, Adwan A., et al.
Publicado: (2022)

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

Input Shape Effect on Classification Performance of Raw EEG Motor Imagery Signals with Convolutional Neural Networks for Use in Brain—Computer Interfaces
por: Arı, Emre, et al.
Publicado: (2023)

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

Multi-phase cycle coding for SSVEP based brain-computer interfaces
por: Tong, Jijun, et al.
Publicado: (2015)

Convolutional Neural Networks with 3D Input for P300 Identification in Auditory Brain-Computer Interfaces
por: Carabez, Eduardo, et al.
Publicado: (2017)

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

Design of cultural emperor penguin optimizer for energy-efficient resource scheduling in green cloud computing environment
por: Mansour, Romany F., et al.
Publicado: (2022)

Environmental Noise Classification Using Convolutional Neural Networks with Input Transform for Hearing Aids
por: Park, Gyuseok, et al.
Publicado: (2020)

Fully Online Multicommand Brain-Computer Interface with Visual Neurofeedback Using SSVEP Paradigm
por: Martinez, Pablo, et al.
Publicado: (2007)

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

A Hybrid Speller Design Using Eye Tracking and SSVEP Brain–Computer Interface
por: Mannan, Malik M. Naeem, et al.
Publicado: (2020)

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

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

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

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)

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

Enhancing SSVEP-Based Brain-Computer Interface with Two-Step Task-Related Component Analysis
por: Lee, Hyeon Kyu, et al.
Publicado: (2021)

Motor Imagery Classification for Brain Computer Interface Using Deep Convolutional Neural Networks and Mixup Augmentation
Publicado: (2022)

Input/output area of the main computing centre showing the interface between the users and the computers
por: CERN PhotoLab
Publicado: (1969)

A Novel Instantaneous Phase Detection Approach and Its Application in SSVEP-Based Brain-Computer Interfaces
por: Huang, Xiangdong, et al.
Publicado: (2018)

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

Fusion-Based Deep Learning with Nature-Inspired Algorithm for Intracerebral Haemorrhage Diagnosis
por: Alfaer, Nada M., et al.
Publicado: (2022)

Online Doctor Recommendation with Convolutional Neural Network and Sparse Inputs
por: Yan, Yongjie, et al.
Publicado: (2020)

Guiding the retraining of convolutional neural networks against adversarial inputs
por: Durán, Francisco, et al.
Publicado: (2023)

A Framework for Interactive Medical Image Segmentation Using Optimized Swarm Intelligence with Convolutional Neural Networks
por: Kaushal, Chetna, et al.
Publicado: (2022)

A Comparison of Two Spelling Brain-Computer Interfaces Based on Visual P3 and SSVEP in Locked-In Syndrome
por: Combaz, Adrien, et al.
Publicado: (2013)

Portable Brain-Computer Interface for the Intensive Care Unit Patient Communication Using Subject-Dependent SSVEP Identification
por: Dehzangi, Omid, et al.
Publicado: (2018)

Fatigue factors and fatigue indices in SSVEP-based brain-computer interfaces: a systematic review and meta-analysis
por: Azadi Moghadam, Maedeh, et al.
Publicado: (2023)

Leveraging Tweets for Artificial Intelligence Driven Sentiment Analysis on the COVID-19 Pandemic
por: Alkhaldi, Nora A., et al.
Publicado: (2022)

Studying modulation on simultaneously activated SSVEP neural networks by a cognitive task
por: Wu, Zhenghua
Publicado: (2014)

Human Recognition Using Deep Neural Networks and Spatial Patterns of SSVEP Signals
por: Oikonomou, Vangelis P.
Publicado: (2023)

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

A hybrid P300-SSVEP brain-computer interface speller with a frequency enhanced row and column paradigm
por: Bai, Xin, et al.
Publicado: (2023)

Enhanced brain tumor classification using graph convolutional neural network architecture
por: Ravinder, M., et al.
Publicado: (2023)

Ensemble of Deep Learning Based Clinical Decision Support System for Chronic Kidney Disease Diagnosis in Medical Internet of Things Environment
por: Alsuhibany, Suliman A., et al.
Publicado: (2021)

Efficient Convolutional Neural Network-Based Keystroke Dynamics for Boosting User Authentication
por: AbdelRaouf, Hussien, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_02na7e364va0nvkq0c11aj5rdm