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Neurological Research
A Journal of Progress in Neurosurgery, Neurology and Neurosciences
Volume 40, 2018 - Issue 11
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Original Research Paper

Epilepsy classification using optimized artificial neural network

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Pages 982-994 | Received 20 Apr 2018, Accepted 01 Aug 2018, Published online: 29 Aug 2018

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Tian Luo, Jialin Wang, Yuanfeng Zhou, Shuizhen Zhou, Chunhui Hu, Peili Yao, Yanjiong Zhang & Yi Wang. (2022) EMD-WOG-2DCNN based EEG signal processing for Rolandic seizure classification. Computer Methods in Biomechanics and Biomedical Engineering 25:14, pages 1565-1575.
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Gowtham Reddy N, Pragya Gupta, Debashree Guha, Manjunatha Mahadevappa & Debjani Chakraborty. (2023) Ordered Weighted Aggregation Operators based Statistical features for Seizure Classification using EEG. Ordered Weighted Aggregation Operators based Statistical features for Seizure Classification using EEG.
Qirui Ren, Xiaofan Sun, Xiangqu Fu, Shuaidi Zhang, Yiyang Yuan, Hao Wu, Xiaoran Li, Xinghua Wang & Feng Zhang. (2023) A review of automatic detection of epilepsy based on EEG signals. Journal of Semiconductors 44:12, pages 121401.
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Andreas Miltiadous, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Konstantinos Kalafatakis & Alexandros T. Tzallas. (2023) Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review. IEEE Access 11, pages 564-594.
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Dwi Sunaryono, Riyanarto Sarno & Joko Siswantoro. (2022) Gradient boosting machines fusion for automatic epilepsy detection from EEG signals based on wavelet features. Journal of King Saud University - Computer and Information Sciences 34:10, pages 9591-9607.
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Satyender, Sanjeev Kumar Dhull & Krishna Kant Singh. 2021. Advances in Communication and Computational Technology. Advances in Communication and Computational Technology 1441 1454 .
Wonsik Yang, Minsoo Joo, Yujaung Kim, Se Hee Kim & Jong-Moon Chung. (2020) Hybrid Machine Learning Scheme for Classification of BECTS and TLE Patients Using EEG Brain Signals. IEEE Access 8, pages 218924-218935.
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Qianyi Zhan, Yizhang Jiang, Kaijian Xia, Jing Xue, Wei Hu, Huangxing Lin & Yuan Liu. (2019) Epileptic EEG Detection Using a Multi-View Fuzzy Clustering Algorithm with Multi-Medoid. IEEE Access 7, pages 152990-152997.
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