Epileptic Seizure Classification Based on Gramian Angular Field Transformation and Deep Learning

2020 IEEE Applied Signal Processing Conference (ASPCON) ◽

10.1109/aspcon49795.2020.9276717 ◽

2020 ◽

Author(s):

Anand Shankar ◽

Hnin Kay Khaing ◽

Samarendra Dandapat ◽

Shovan Barma

Keyword(s):

Deep Learning ◽

Epileptic Seizure ◽

Field Transformation ◽

Seizure Classification

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A Deep Learning Architecture for Epileptic Seizure Classification Based on Object and Action Recognition

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9054649 ◽

2020 ◽

Author(s):

Tamas Karacsony ◽

Anna Mira Loesch-Biffar ◽

Christian Vollmar ◽

Soheyl Noachtar ◽

Joao Paulo Silva Cunha

Keyword(s):

Deep Learning ◽

Action Recognition ◽

Epileptic Seizure ◽

Seizure Classification

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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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EEG Signal Based Epileptic Seizure Forecasting Using Deep Learning Models

2021 Sixth International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) ◽

10.1109/wispnet51692.2021.9419411 ◽

2021 ◽

Author(s):

Varalakshmi P. ◽

Ramanujan V. ◽

Caushik Subramaniam C ◽

Aditya Vishwakarma R.

Keyword(s):

Deep Learning ◽

Epileptic Seizure ◽

Eeg Signal ◽

Learning Models

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An efficient epileptic seizure classification system using empirical wavelet transform and multi-fuse reduced deep convolutional neural network with digital implementation

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103281 ◽

2022 ◽

Vol 72 ◽

pp. 103281

Author(s):

Susanta Kumar Rout ◽

Mrutyunjaya Sahani ◽

Chinmayee Dora ◽

Pradyut Kumar Biswal ◽

Birendra Biswal

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Convolutional Neural Network ◽

Epileptic Seizure ◽

Classification System ◽

Deep Convolutional Neural Network ◽

Digital Implementation ◽

Empirical Wavelet Transform ◽

Seizure Classification

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Application of Deep Learning to Seizure Classification

Advances in Diagnostics of Processes and Systems - Studies in Systems, Decision and Control ◽

10.1007/978-3-030-58964-6_12 ◽

2020 ◽

pp. 157-172

Author(s):

Krzysztof Patan ◽

Grzegorz Rutkowski

Keyword(s):

Deep Learning ◽

Seizure Classification

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Overcoming drawback of feature instantaneous bandwidth using EMD for epileptic seizure classification by RMS frequency

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2016.7844422 ◽

2016 ◽

Cited By ~ 3

Author(s):

Arindam G. Mahapatra ◽

Keiichi Horio

Keyword(s):

Epileptic Seizure ◽

Seizure Classification

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ESIMD : Epileptic seizure identification using metaheuristic deep learning technique

Expert Systems ◽

10.1111/exsy.12897 ◽

2021 ◽

Author(s):

Satyender ◽

Sanjeev Dhull ◽

Krishna Kant Singh

Keyword(s):

Deep Learning ◽

Epileptic Seizure ◽

Learning Technique

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Classification of Epileptic Seizure From EEG Signal Based on Hilbert Vibration Decomposition and Deep Learning

10.1109/embc46164.2021.9631081 ◽

2021 ◽

Author(s):

Anand Shankar ◽

Samarendra Dandapat ◽

Shovan Barma

Keyword(s):

Deep Learning ◽

Epileptic Seizure ◽

Eeg Signal

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PCA and SVM Technique for Epileptic Seizure Classification

10.1109/discover52564.2021.9663616 ◽

2021 ◽

Author(s):

Mohammad Asif Raibag ◽

J. Vijay Franklin

Keyword(s):

Epileptic Seizure ◽

Seizure Classification

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A Hybrid Mathematical Model Using DWT and SVM for Epileptic Seizure Classification

Communications in Computer and Information Science - Artificial Intelligence and Sustainable Computing for Smart City ◽

10.1007/978-3-030-82322-1_15 ◽

2021 ◽

pp. 203-218

Author(s):

Jigyasa Nayak ◽

Jasdeep Kaur ◽

Akash Tayal

Keyword(s):

Mathematical Model ◽

Epileptic Seizure ◽

Seizure Classification

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