Approximate Feature Extraction for Low Power Epileptic Seizure Prediction in Wearable Devices

Mapping Intimacies ◽

10.1109/norcas53631.2021.9599870 ◽

2021 ◽

Author(s):

Zain Taufique ◽

Anil Kanduri ◽

Muhammad Awais Bin Altaf ◽

Pasi Liljeberg

Keyword(s):

Feature Extraction ◽

Low Power ◽

Epileptic Seizure ◽

Wearable Devices ◽

Seizure Prediction ◽

Epileptic Seizure Prediction

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Local binary pattern based feature extraction and machine learning for epileptic seizure prediction and detection

Modelling and Analysis of Active Biopotential Signals in Healthcare, Volume 2 ◽

10.1088/978-0-7503-3411-2ch6 ◽

2020 ◽

Author(s):

Abdulhamit Subasi ◽

Turker Tuncer ◽

Sengul Dogan ◽

Dahiru Tanko

Keyword(s):

Machine Learning ◽

Feature Extraction ◽

Epileptic Seizure ◽

Local Binary Pattern ◽

Seizure Prediction ◽

Epileptic Seizure Prediction

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Epileptic Seizure Prediction in EEG Records using Parallel Tree Based Learning and Feature Extraction

Indian Journal of Science and Technology ◽

10.17485/ijst/2017/v10i27/107757 ◽

2017 ◽

Vol 10 (27) ◽

pp. 1-7

Author(s):

P. Ramina ◽

M. Vanitha ◽

◽

Keyword(s):

Feature Extraction ◽

Epileptic Seizure ◽

Seizure Prediction ◽

Epileptic Seizure Prediction

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Trends and Challenges of Processing Measurements from Wearable Devices Intended for Epileptic Seizure Prediction

Journal of Signal Processing Systems ◽

10.1007/s11265-021-01659-x ◽

2021 ◽

Author(s):

Yankun Xu ◽

Jie Yang ◽

Mohamad Sawan

Keyword(s):

Epileptic Seizure ◽

Wearable Devices ◽

Seizure Prediction ◽

Epileptic Seizure Prediction

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Study of Feature Extraction Algorithms for Epileptic Seizure Prediction Based on SVM

Lecture Notes in Electrical Engineering - Communications, Signal Processing, and Systems ◽

10.1007/978-981-10-6571-2_289 ◽

2018 ◽

pp. 2370-2377 ◽

Author(s):

Guangteng Wu ◽

Zhuoming Li ◽

Yu Zhang ◽

Xuyang Dong ◽

Liang Ye

Keyword(s):

Feature Extraction ◽

Epileptic Seizure ◽

Seizure Prediction ◽

Epileptic Seizure Prediction

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Low-Power and Low-Cost Dedicated Bit-Serial Hardware Neural Network for Epileptic Seizure Prediction System

IEEE Journal of Translational Engineering in Health and Medicine ◽

10.1109/jtehm.2018.2867864 ◽

2018 ◽

Vol 6 ◽

pp. 1-9 ◽

Author(s):

Si Mon Kueh ◽

Tom J. Kazmierski

Keyword(s):

Neural Network ◽

Low Power ◽

Epileptic Seizure ◽

Low Cost ◽

Prediction System ◽

Seizure Prediction ◽

Epileptic Seizure Prediction ◽

Hardware Neural Network ◽

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Feature Extraction of EEG Signals for Epileptic Seizure Prediction

Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Smart Innovation, Systems and Technologies ◽

10.1007/978-3-030-04585-2_36 ◽

2018 ◽

pp. 298-303

Author(s):

Chen-Sen Ouyang ◽

Bo-Jhong Chen ◽

Zong-En Cai ◽

Lung-Chang Lin ◽

Rong-Ching Wu ◽

...

Keyword(s):

Feature Extraction ◽

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction

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Low power high performance CMOS amplifier for epileptic seizure prediction

Analog Integrated Circuits and Signal Processing ◽

10.1007/s10470-021-01918-8 ◽

2021 ◽

Author(s):

M. Renuga ◽

K. Gnanambal

Keyword(s):

Low Power ◽

Epileptic Seizure ◽

High Performance ◽

Seizure Prediction ◽

Epileptic Seizure Prediction ◽

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Low power ENG signal acquisition amplifier for Epileptic Seizure Prediction

2012 IEEE Students' Conference on Electrical, Electronics and Computer Science ◽

10.1109/sceecs.2012.6184790 ◽

2012 ◽

Author(s):

J. Alexander ◽

M. Santhana Lakshmi ◽

M. Renuga

Keyword(s):

Low Power ◽

Epileptic Seizure ◽

Signal Acquisition ◽

Seizure Prediction ◽

Epileptic Seizure Prediction

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A Review on Wearable Epileptic Seizure Prediction System

Journal of Physics Conference Series ◽

10.1088/1742-6596/1916/1/012075 ◽

2021 ◽

Vol 1916 (1) ◽

pp. 012075

Author(s):

V Seethalakshmi ◽

P Naveenkumar ◽

G Kavin Prabu ◽

S Praveen Kumaar

Keyword(s):

Epileptic Seizure ◽

Prediction System ◽

Seizure Prediction ◽

Epileptic Seizure Prediction

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A Deep Learning based Ensemble Learning Method for Epileptic Seizure Prediction

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2021.104710 ◽

2021 ◽

pp. 104710

Author(s):

Syed Muhammad Usman ◽

Shehzad Khalid ◽

Sadaf Bashir

Keyword(s):

Deep Learning ◽

Ensemble Learning ◽

Epileptic Seizure ◽

Learning Method ◽

Seizure Prediction ◽

Epileptic Seizure Prediction

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