Classification of EEG Signals for Prediction of Seizure using Multi-Feature Extraction

2017 1st International Conference on Electronics, Materials Engineering and Nano-Technology (IEMENTech) ◽

10.1109/iementech.2017.8076992 ◽

2017 ◽

Cited By ~ 2

Author(s):

Tarak Das ◽

Arijit Ghosh ◽

Sayanti Guha ◽

Piyali Basak

Keyword(s):

Feature Extraction ◽

Eeg Signals

Download Full-text

Combined feature extraction method for classification of EEG signals

Neural Computing and Applications ◽

10.1007/s00521-016-2230-y ◽

2016 ◽

Vol 28 (11) ◽

pp. 3153-3161 ◽

Cited By ~ 16

Author(s):

Yong Zhang ◽

Xiaomin Ji ◽

Bo Liu ◽

Dan Huang ◽

Fuding Xie ◽

...

Keyword(s):

Feature Extraction ◽

Extraction Method ◽

Eeg Signals ◽

Feature Extraction Method ◽

Combined Feature

Download Full-text

Performance Analysis of ApEn as a Feature Extraction Technique and Time Delay Neural Networks, Multi Layer Perceptron as Post Classifiers for the Classification of Epilepsy Risk Levels from EEG Signals

Advances in Intelligent Systems and Computing - Computational Intelligence, Cyber Security and Computational Models ◽

10.1007/978-981-10-0251-9_10 ◽

2015 ◽

pp. 89-97 ◽

Cited By ~ 3

Author(s):

Sunil Kumar Prabhakar ◽

Harikumar Rajaguru

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Time Delay ◽

Performance Analysis ◽

Extraction Technique ◽

Multi Layer Perceptron ◽

Eeg Signals ◽

Risk Levels ◽

Feature Extraction Technique

Download Full-text

Feature extraction using Pythagorean means for classification of epileptic EEG signals

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2018.095205 ◽

2018 ◽

Vol 28 (3) ◽

pp. 243

Author(s):

P.P. Muhammed Shanir ◽

Sadaf Iqbal ◽

Yusuf U. Khan ◽

Omar Farooq

Keyword(s):

Feature Extraction ◽

Eeg Signals

Download Full-text

Feature extraction method for classification of alertness and drowsiness states EEG signals

Applied Acoustics ◽

10.1016/j.apacoust.2020.107224 ◽

2020 ◽

Vol 163 ◽

pp. 107224 ◽

Cited By ~ 7

Author(s):

Varun Bajaj ◽

Sachin Taran ◽

Smith K. Khare ◽

Abdulkadir Sengur

Keyword(s):

Feature Extraction ◽

Extraction Method ◽

Eeg Signals ◽

Feature Extraction Method

Download Full-text

Automated Classification of Epileptic EEG Signals Based on Multi-Feature Extraction

2018 IEEE 9th International Conference on Software Engineering and Service Science (ICSESS) ◽

10.1109/icsess.2018.8663773 ◽

2018 ◽

Author(s):

Bin Feng ◽

Jinchuang Zhao ◽

Wenli Fu

Keyword(s):

Feature Extraction ◽

Automated Classification ◽

Eeg Signals

Download Full-text

1D-local binary pattern based feature extraction for classification of epileptic EEG signals

Applied Mathematics and Computation ◽

10.1016/j.amc.2014.05.128 ◽

2014 ◽

Vol 243 ◽

pp. 209-219 ◽

Cited By ~ 85

Author(s):

Yılmaz Kaya ◽

Murat Uyar ◽

Ramazan Tekin ◽

Selçuk Yıldırım

Keyword(s):

Feature Extraction ◽

Local Binary Pattern ◽

Eeg Signals

Download Full-text

Feature Extraction and Classification of EEG Signals Using Wavelet Transform, SVM and Artificial Neural Networks for Brain Computer Interfaces

2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing ◽

10.1109/ijcbs.2009.100 ◽

2009 ◽

Cited By ~ 17

Author(s):

Mohammad Reza Nazari Kousarrizi ◽

AbdolReza Asadi Ghanbari ◽

Mohammad Teshnehlab ◽

Mahdi Aliyari Shorehdeli ◽

Ali Gharaviri

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Artificial Neural Networks ◽

Wavelet Transform ◽

Brain Computer Interfaces ◽

Eeg Signals ◽

Computer Interfaces ◽

Artificial Neural

Download Full-text

The Classification of Wink-Based EEG Signals: An Evaluation of Different Transfer Learning Models for Feature Extraction

Lecture Notes in Electrical Engineering - Recent Trends in Mechatronics Towards Industry 4.0 ◽

10.1007/978-981-33-4597-3_6 ◽

2021 ◽

pp. 61-70

Author(s):

Jothi Letchumy Mahendra Kumar ◽

Mamunur Rashid ◽

Rabiu Muazu Musa ◽

Mohd Azraai Mohd Razman ◽

Norizam Sulaiman ◽

...

Keyword(s):

Feature Extraction ◽

Transfer Learning ◽

Learning Models ◽

Eeg Signals

Download Full-text

Research on Feature Extraction and Classification of EEG Signals Based on Multitask Motor Imagination

10.1109/icris52159.2020.00036 ◽

2020 ◽

Author(s):

Li Dezhi ◽

Ma Yujian ◽

Zhang Xintong ◽

Geng Xiaozhong

Keyword(s):

Feature Extraction ◽

Eeg Signals

Download Full-text

Fourier-Based Feature Extraction for Classification of EEG Signals Using EEG Rhythms

Circuits Systems and Signal Processing ◽

10.1007/s00034-015-0225-z ◽

2015 ◽

Vol 35 (10) ◽

pp. 3700-3715 ◽

Cited By ~ 20

Author(s):

Pushpendra Singh ◽

S. D. Joshi ◽

R. K. Patney ◽

Kaushik Saha

Keyword(s):

Feature Extraction ◽

Eeg Rhythms ◽

Eeg Signals

Download Full-text