Low-Power Hardware Implementation of a Support Vector Machine Training and Classification for Neural Seizure Detection

IEEE Transactions on Biomedical Circuits and Systems ◽

10.1109/tbcas.2019.2947044 ◽

2019 ◽

Vol 13 (6) ◽

pp. 1324-1337 ◽

Author(s):

Heba Elhosary ◽

Michael H. Zakhari ◽

Mohamed A. Elgammal ◽

Mohamed A. Abd El Ghany ◽

Khaled N. Salama ◽

...

Keyword(s):

Support Vector Machine ◽

Low Power ◽

Hardware Implementation ◽

Seizure Detection ◽

Support Vector ◽

Support Vector Machine Training

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An Effective Fuzzy Support Vector Machine based Seizure Detection Model using EEG Signals

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) ◽

10.1109/iceca49313.2020.9297607 ◽

2020 ◽

Author(s):

P. Suguna ◽

B. Kirubagari ◽

R. Umamaheswari

Keyword(s):

Support Vector Machine ◽

Seizure Detection ◽

Support Vector ◽

Eeg Signals ◽

Fuzzy Support Vector Machine ◽

Detection Model

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High Accuracy Epileptic Seizure Detection System Based on Wearable Devices Using Support Vector Machine Classifier

10.1109/icm52667.2021.9664898 ◽

2021 ◽

Author(s):

Mohamed Fawzy ◽

Hassan Mostafa

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Support Vector Machine Classifier ◽

Detection System ◽

Seizure Detection ◽

Wearable Devices ◽

High Accuracy ◽

Support Vector ◽

Epileptic Seizure Detection

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Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2018.2879950 ◽

2019 ◽

Vol 30 (5) ◽

pp. 1065-1076 ◽

Author(s):

Jyotikrishna Dass ◽

Vivek Sarin ◽

Rabi N. Mahapatra

Keyword(s):

Support Vector Machine ◽

Efficient Algorithm ◽

Support Vector ◽

Support Vector Machine Training

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A Relational Gradient Descent Algorithm For Support Vector Machine Training

Symposium on Algorithmic Principles of Computer Systems (APOCS) ◽

10.1137/1.9781611976489.8 ◽

2021 ◽

pp. 100-113

Author(s):

Mahmoud Abo-Khamis ◽

Sungjin Im ◽

Benjamin Moseley ◽

Kirk Pruhs ◽

Alireza Samadian

Keyword(s):

Support Vector Machine ◽

Gradient Descent ◽

Support Vector ◽

Descent Algorithm ◽

Support Vector Machine Training ◽

Gradient Descent Algorithm

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Very large scale integration implementation of seizure detection system with on‐chip support vector machine classifier

IET Circuits Devices & Systems ◽

10.1049/cds2.12077 ◽

2021 ◽

Author(s):

Shalini Shanmugam ◽

Selvathi Dharmar

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Support Vector Machine Classifier ◽

Detection System ◽

Seizure Detection ◽

Very Large Scale Integration ◽

Support Vector ◽

Large Scale Integration ◽

On Chip ◽

Scale Integration

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Fast support vector machine training and classification on graphics processors

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390170 ◽

2008 ◽

Author(s):

Bryan Catanzaro ◽

Narayanan Sundaram ◽

Kurt Keutzer

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Graphics Processors ◽

Support Vector Machine Training

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Epileptic Seizure Detection Using Empirical Mode Decomposition Based Fuzzy Entropy and Support Vector Machine

Lecture Notes in Electrical Engineering - Proceedings of the Sixth International Conference on Green and Human Information Technology ◽

10.1007/978-981-13-0311-1_20 ◽

2018 ◽

pp. 109-118 ◽

Author(s):

Deepti Tripathi ◽

Navneet Agrawal

Keyword(s):

Support Vector Machine ◽

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Seizure Detection ◽

Fuzzy Entropy ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Mode Decomposition

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Practical implementation of an existing smoking detection pipeline and reduced support vector machine training corpus requirements

Journal of the American Medical Informatics Association ◽

10.1136/amiajnl-2013-002090 ◽

2014 ◽

Vol 21 (1) ◽

pp. 27-30 ◽

Author(s):

Richard Khor ◽

Wai-Kuan Yip ◽

Mathias Bressel ◽

William Rose ◽

Gillian Duchesne ◽

...

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Practical Implementation ◽

Training Corpus ◽

Support Vector Machine Training

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Multi-class Support Vector Machine Training and Classification Based on MPI-GPU Hybrid Parallel Architecture

Advances in Intelligent Systems and Computing - Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018 ◽

10.1007/978-3-319-99010-1_16 ◽

2018 ◽

pp. 179-188

Author(s):

I. Elgarhy ◽

H. Khaled ◽

Rania El Gohary ◽

H. M. Faheem

Keyword(s):

Support Vector Machine ◽

Parallel Architecture ◽

Support Vector ◽

Support Vector Machine Training

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Automatic seizure detection in long-term scalp EEG using Weighted Permutation Entropy and Support Vector Machine

2014 Cairo International Biomedical Engineering Conference (CIBEC) ◽

10.1109/cibec.2014.7020948 ◽

2014 ◽

Author(s):

Noha Seddik ◽

Sherine Youssef ◽

Mohamed Kholief

Keyword(s):

Support Vector Machine ◽

Seizure Detection ◽

Permutation Entropy ◽

Support Vector ◽

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