Results 251 to 260 of about 3,887,920 (279)

Olfactory EEG Signal Classification Using a Trapezoid Difference-Based Electrode Sequence Hashing Approach

International Journal of Neural Systems, 2020
Olfactory-induced electroencephalogram (EEG) signal classification is of great significance in a variety of fields, such as disorder treatment, neuroscience research, multimedia applications and brain-computer interface.
Hui-Rang Hou, Xiao-Nei Zhang, Qing-Hao Meng   +2 more
semanticscholar   +1 more source

Ensemble Learning Approach to Motor Imagery EEG Signal Classification

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging, 2019
Brain-computer interface (BCI) is an alternative communication pathway between the human brain and computer system without involving any muscles or actual motor neuron activities.
Rajdeep Chatterjee, Ankita Datta, Debarshi Kumar Sanyal   +2 more
semanticscholar   +1 more source

A Tunable-Q wavelet transform and quadruple symmetric pattern based EEG signal classification method.

Medical Hypotheses, 2019
Electroencephalography (EEG) signals have been widely used to diagnose brain diseases for instance epilepsy, Parkinson's Disease (PD), Multiple Skleroz (MS), and many machine learning methods have been proposed to develop automated disease diagnosis ...
Emrah Aydemir, T. Tuncer, M. Kutlu Sengul   +2 more
semanticscholar   +1 more source

EEG Signal Classification Method Based on Feature Priority Analysis and CNN

2019 International Conference on Communications, Information System and Computer Engineering (CISCE), 2019
In recent years, with the advancement of technology, more and more people with disabilities use prosthetic limbs to compensate for the function of normal upper limbs, so the demand for the upper limb movement recognition has increased.
Sheng Li, Hanxin Feng
semanticscholar   +1 more source

EEG Signal Classification Using a Novel Universum-Based Twin Parametric-Margin Support Vector Machine

Cognitive Computation, 2023
Barenya Bikash Hazarika, Deepak Gupta, B. Kumar   +2 more
semanticscholar   +1 more source

EEG signal classification using improved intuitionistic fuzzy twin support vector machines

Neural computing & applications (Print), 2022
M. A. Ganaie, Anuradha Kumari, A. K. Malik, M. Tanveer   +3 more
semanticscholar   +1 more source

EEG signal classification via pinball universum twin support vector machine

Annals of Operations Research, 2022
M. A. Ganaie, M. Tanveer, Jatin Jangir
semanticscholar   +1 more source

EEG signal classification using wavelet feature extraction and a mixture of expert model

Expert systems with applications, 2007
A. Subasi
semanticscholar   +1 more source

EEG signal classification using PCA, ICA, LDA and support vector machines

Expert systems with applications, 2010
A. Subasi, M. I. Gursoy
semanticscholar   +1 more source

A spatial-frequency-temporal 3D convolutional neural network for motor imagery EEG signal classification

Signal, Image and Video Processing, 2021
Min-Min Miao, Wenjun Hu, Wen-Bin Zhang
semanticscholar   +1 more source