Cargando…

Classification of EEG Signals Based on Pattern Recognition Approach

Feature extraction is an important step in the process of electroencephalogram (EEG) signal classification. The authors propose a “pattern recognition” approach that discriminates EEG signals recorded during different cognitive conditions. Wavelet based feature extraction such as, multi-resolution d...

Descripción completa

Detalles Bibliográficos
Autores principales:	Amin, Hafeez Ullah, Mumtaz, Wajid, Subhani, Ahmad Rauf, Saad, Mohamad Naufal Mohamad, Malik, Aamir Saeed
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2017
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5702353/ https://www.ncbi.nlm.nih.gov/pubmed/29209190 http://dx.doi.org/10.3389/fncom.2017.00103

Ejemplares similares

Editorial: EEG-based assistive robotics for rehabilitation
por: Mumtaz, Wajid, et al.
Publicado: (2022)

Exploring EEG Effective Connectivity Network in Estimating Influence of Color on Emotion and Memory
por: Chai, Meei Tyng, et al.
Publicado: (2019)

Single Trial EEG Patterns for the Prediction of Individual Differences in Fluid Intelligence
por: Qazi, Emad-ul-Haq, et al.
Publicado: (2017)

Classification of Visual and Non-visual Learners Using Electroencephalographic Alpha and Gamma Activities
por: Jawed, Soyiba, et al.
Publicado: (2019)

Recognition of Consumer Preference by Analysis and Classification EEG Signals
por: Aldayel, Mashael, et al.
Publicado: (2021)

Neural correlates of eye contact in face-to-face verbal interaction: An EEG-based study of the extraversion personality trait
por: Roslan, Nur Syahirah, et al.
Publicado: (2019)

Hyperspectral venous image quality assessment for optimum illumination range selection based on skin tone characteristics
por: Shahzad, Aamir, et al.
Publicado: (2014)

Single-trial extraction of event-related potentials (ERPs) and classification of visual stimuli by ensemble use of discrete wavelet transform with Huffman coding and machine learning techniques
por: Amin, Hafeez Ullah, et al.
Publicado: (2023)

EEG-based emotion recognition using hybrid CNN and LSTM classification
por: Chakravarthi, Bhuvaneshwari, et al.
Publicado: (2022)

Epilepsy EEG Signal Classification Algorithm Based on Improved RBF
por: Zhou, Dongmei, et al.
Publicado: (2020)

A Dynamic Multi-Scale Network for EEG Signal Classification
por: Zhang, Guokai, et al.
Publicado: (2021)

A review: Music-emotion recognition and analysis based on EEG signals
por: Cui, Xu, et al.
Publicado: (2022)

EEG based evaluation of stereoscopic 3D displays for viewer discomfort
por: Malik, Aamir Saeed, et al.
Publicado: (2015)

The Influences of Emotion on Learning and Memory
por: Tyng, Chai M., et al.
Publicado: (2017)

EEG in game user analysis: A framework for expertise classification during gameplay
por: Hafeez, Tehmina, et al.
Publicado: (2021)

Motor Imagery EEG Signal Recognition Using Deep Convolution Neural Network
por: Xiao, Xiongliang, et al.
Publicado: (2021)

Deep extreme learning machine with knowledge augmentation for EEG seizure signal recognition
por: Zhang, Xiongtao, et al.
Publicado: (2023)

Topological Pattern Recognition of Severe Alzheimer's Disease via Regularized Supervised Learning of EEG Complexity
por: Fan, Miaolin, et al.
Publicado: (2018)

Correlation of BOLD Signal with Linear and Nonlinear Patterns of EEG in Resting State EEG-Informed fMRI
por: Portnova, Galina V., et al.
Publicado: (2018)

Hemispheric Asymmetries in Electroencephalogram Oscillations for Long-Term Memory Retrieval in Healthy Individuals
por: Jawed, Soyiba, et al.
Publicado: (2020)

Transferred Subspace Learning Based on Non-negative Matrix Factorization for EEG Signal Classification
por: Dong, Aimei, et al.
Publicado: (2021)

EEGformer: A transformer–based brain activity classification method using EEG signal
por: Wan, Zhijiang, et al.
Publicado: (2023)

A System for True and False Memory Prediction Based on 2D and 3D Educational Contents and EEG Brain Signals
por: Bamatraf, Saeed, et al.
Publicado: (2016)

Assessment of EEG-based functional connectivity in response to haptic delay
por: Alsuradi, Haneen, et al.
Publicado: (2022)

Exploring EEG Features in Cross-Subject Emotion Recognition
por: Li, Xiang, et al.
Publicado: (2018)

A wavelet-based technique to predict treatment outcome for Major Depressive Disorder
por: Mumtaz, Wajid, et al.
Publicado: (2017)

A One-Dimensional CNN-LSTM Model for Epileptic Seizure Recognition Using EEG Signal Analysis
por: Xu, Gaowei, et al.
Publicado: (2020)

Recognition of motor intentions from EEGs of the same upper limb by signal traceability and Riemannian geometry features
por: Zhang, Meng, et al.
Publicado: (2023)

A novel feature fusion network for multimodal emotion recognition from EEG and eye movement signals
por: Fu, Baole, et al.
Publicado: (2023)

Pattern Recognition of Cognitive Load Using EEG and ECG Signals
por: Xiong, Ronglong, et al.
Publicado: (2020)

A Motor Imagery Signals Classification Method via the Difference of EEG Signals Between Left and Right Hemispheric Electrodes
por: Lun, Xiangmin, et al.
Publicado: (2022)

An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
por: Zhang, Yaqing, et al.
Publicado: (2020)

Artificial Immune System–Negative Selection Classification Algorithm (NSCA) for Four Class Electroencephalogram (EEG) Signals
por: Rashid, Nasir, et al.
Publicado: (2018)

Multiple Kernel Based Region Importance Learning for Neural Classification of Gait States from EEG Signals
por: Zhang, Yuhang, et al.
Publicado: (2017)

Corrigendum: A novel feature fusion network for multimodal emotion recognition from EEG and eye movement signals
por: Fu, Baole, et al.
Publicado: (2023)

Pattern classification of EEG signals reveals perceptual and attentional states
por: List, Alexandra, et al.
Publicado: (2017)

Intelligent Classification Technique of Hand Motor Imagery Using EEG Beta Rebound Follow-Up Pattern
por: Wang, Jiachen, et al.
Publicado: (2022)

A Simplified CNN Classification Method for MI-EEG via the Electrode Pairs Signals
por: Lun, Xiangmin, et al.
Publicado: (2020)

Investigating Patterns for Self-Induced Emotion Recognition from EEG Signals
por: Zhuang, Ning, et al.
Publicado: (2018)

Classification of Movement Intention Using Independent Components of Premovement EEG
por: Kim, Hyeonseok, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_vuvt44pbjbp784otkpmvi1ahud