EPILEPTIC SEIZURE DETECTION USING A NEURAL NETWORK ENSEMBLE METHOD AND WAVELET TRANSFORM

Reza Ebrahimpour; Kioumars Babakhani; Seyed Ali Asghar Abbaszadeh Arani; Saeed Masoudnia

doi:10.14311/nnw.2012.22.017

EPILEPTIC SEIZURE DETECTION USING A NEURAL NETWORK ENSEMBLE METHOD AND WAVELET TRANSFORM

Neural Network World ◽

10.14311/nnw.2012.22.017 ◽

2012 ◽

Vol 22 (3) ◽

pp. 291-310 ◽

Cited By ~ 7

Author(s):

Reza Ebrahimpour ◽

Kioumars Babakhani ◽

Seyed Ali Asghar Abbaszadeh Arani ◽

Saeed Masoudnia

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Ensemble Method ◽

Neural Network Ensemble ◽

Epileptic Seizure Detection

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FPGA implementation of epileptic seizure detection using semisupervised reduced deep convolutional neural network

Applied Soft Computing ◽

10.1016/j.asoc.2021.107639 ◽

2021 ◽

pp. 107639

Author(s):

Mrutyunjaya Sahani ◽

Susanta Kumar Rout ◽

Pradipta Kishore Dash

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Epileptic Seizure ◽

Seizure Detection ◽

Fpga Implementation ◽

Deep Convolutional Neural Network ◽

Epileptic Seizure Detection

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Realization of epileptic seizure detection in EEG signal using wavelet transform and SVM classifier

2017 International Conference on Signal Processing and Communication (ICSPC) ◽

10.1109/cspc.2017.8305848 ◽

2017 ◽

Cited By ~ 2

Author(s):

D. Selvathi ◽

V. Krishna Meera

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Svm Classifier ◽

Eeg Signal ◽

Epileptic Seizure Detection

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An Effective Cluster-Based Outlier Detection with Optimized Deep Neural Network for Epileptic Seizure Detection and Classification Model

International Journal of Engineering Trends and Technology ◽

10.14445/22315381/ijett-v69i3p214 ◽

2021 ◽

Vol 69 (3) ◽

pp. 76-84

Author(s):

Suguna P ◽

Kirubagari B ◽

Umamaheswari R

Keyword(s):

Neural Network ◽

Outlier Detection ◽

Epileptic Seizure ◽

Deep Neural Network ◽

Seizure Detection ◽

Classification Model ◽

Epileptic Seizure Detection ◽

Effective Cluster

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Epileptic Seizure Detection Using a Convolutional Neural Network

Advances in Predictive, Preventive and Personalised Medicine - Digital Health Approach for Predictive, Preventive, Personalised and Participatory Medicine ◽

10.1007/978-3-030-11800-6_9 ◽

2019 ◽

pp. 79-86

Author(s):

Bassem Bouaziz ◽

Lotfi Chaari ◽

Hadj Batatia ◽

Antonio Quintero-Rincón

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Epileptic seizure detection in EEG signals using tunable-Q factor wavelet transform and bootstrap aggregating

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2016.09.008 ◽

2016 ◽

Vol 137 ◽

pp. 247-259 ◽

Cited By ~ 106

Author(s):

Ahnaf Rashik Hassan ◽

Siuly Siuly ◽

Yanchun Zhang

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Q Factor ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Bootstrap Aggregating

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Principal component analysis-based neural network with fuzzy membership function for epileptic seizure detection

2014 10th International Conference on Natural Computation (ICNC) ◽

10.1109/icnc.2014.6975832 ◽

2014 ◽

Cited By ~ 6

Author(s):

Chastine Fatichah ◽

Abdullah M. Iliyasu ◽

Khaled A. Abuhasel ◽

Nanik Suciati ◽

Mohammed A. Al-Qodah

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Membership Function ◽

Epileptic Seizure ◽

Principal Component ◽

Seizure Detection ◽

Component Analysis ◽

Fuzzy Membership ◽

Fuzzy Membership Function ◽

Epileptic Seizure Detection

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Epileptic seizure detection in grouped multi-channel EEG signal using ICA and wavelet transform

Proceedings of 2010 IEEE International Symposium on Circuits and Systems ◽

10.1109/iscas.2010.5537262 ◽

2010 ◽

Cited By ~ 2

Author(s):

Han-Yen Chang ◽

Sheng-Chih Yang ◽

Sheng-Hsing Lan ◽

Pau-Choo Chung

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signal ◽

Epileptic Seizure Detection

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Performance Analysis of Epileptic Seizure Detection System Using Neural Network Approach

2019 International Conference on Computational Intelligence in Data Science (ICCIDS) ◽

10.1109/iccids.2019.8862158 ◽

2019 ◽

Cited By ~ 2

Author(s):

R. Vaitheeshwari ◽

V. SathieshKumar

Keyword(s):

Neural Network ◽

Performance Analysis ◽

Epileptic Seizure ◽

Detection System ◽

Seizure Detection ◽

Network Approach ◽

Neural Network Approach ◽

Epileptic Seizure Detection

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Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2017.07.022 ◽

2018 ◽

Vol 39 ◽

pp. 94-102 ◽

Cited By ~ 114

Author(s):

Emina Alickovic ◽

Jasmin Kevric ◽

Abdulhamit Subasi

Keyword(s):

Performance Evaluation ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Seizure Detection ◽

Discrete Wavelet ◽

Epileptic Seizure Detection ◽

Mode Decomposition

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Epileptic seizure detection using wavelet transform based sample entropy and support vector machine

2012 IEEE International Conference on Information and Automation ◽

10.1109/icinfa.2012.6246920 ◽

2012 ◽

Cited By ~ 2

Author(s):

Ling Han ◽

Hong Wang ◽

Cong Liu ◽

Chunsheng Li

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Sample Entropy ◽

Support Vector ◽

Epileptic Seizure Detection

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