An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach

16 January 2018

Papers citing "An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach"

23 / 23 papers shown

Title
Accuracy-Constrained CNN Pruning for Efficient and Reliable EEG-Based Seizure Detection Mounvik K N Harshit 64 0 0 05 Sep 2025
NeuroDx-LM: A Clinical Large-Scale Model for EEG-based Neurological Disorder Detection Guanghao Jin Yuan Liang Yihan Ma Jingpei Wu Guoyang Liu 44 0 0 11 Aug 2025
MR-EEGWaveNet: Multiresolutional EEGWaveNet for Seizure Detection from Long EEG Recordings Kazi Mahmudul Hassan Xuyang Zhao Hidenori Sugano Toshihisa Tanaka 124 0 0 23 May 2025
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics Jiahe Li Xin Chen Fanqi Shen Junru Chen Y. Liu Daoze Zhang Zhizhang Yuan F. Zhao Meng Li Yang Yang 307 2 0 24 Feb 2025
On the Intersection of Signal Processing and Machine Learning: A Use Case-Driven Analysis Approach Sulaiman A. Aburakhia Abdallah Shami G. Karagiannidis 170 12 0 25 Mar 2024
A Memristor-Inspired Computation for Epileptiform Signals in SpheroidsInternational Conference on Artificial Intelligence Circuits and Systems (ICAICS), 2023 Ivan Diez-de-los-Rios J. Ephraim G. Palazzolo T. Serrano-Gotarredona G. Panuccio B. Linares-Barranco 89 0 0 10 Jul 2023
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural NetworksIEEE Transactions on Biomedical Circuits and Systems (TBioCAS), 2022 Chenqi Li Corey Lammie Xuening Dong A. Amirsoleimani M. R. Azghadi R. Genov 112 25 0 20 Jun 2022
Automated Human Mind Reading Using EEG Signals for Seizure DetectionJournal of Medical Engineering & Technology (J Med Eng Technol), 2020 V. Ranga Shivam Gupta J. Meena Priyansh Agrawal 84 3 0 05 Nov 2021
Self-supervised Contrastive Learning for EEG-based Sleep Staging Xue Jiang Jianhui Zhao Bo Du Zhiyong Yuan 151 76 0 16 Sep 2021
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works A. Shoeibi Parisa Moridian Marjane Khodatars Navid Ghassemi M. Jafari ... Juan M Gorriz Javier Ramírez Abbas Khosravi S. Nahavandi U. Acharya 337 61 0 29 May 2021
A Novel Hybrid Deep Learning Approach for Non-Intrusive Load Monitoring of Residential Appliance Based on Long Short Term Memory and Convolutional Neural Networks Sobhan Naderian 79 2 0 15 Apr 2021
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG Data Cyrille Feudjio Victoire Djimna Noyum Younous Perieukeu Mofendjou Rockefeller Ernest Fokoue 73 3 0 31 Jan 2021
Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals Valentin Gabeff T. Teijeiro Marina Zapater L. Cammoun S. Rheims P. Ryvlin David Atienza Alonso 108 65 0 22 Dec 2020
Deep Learning for Medical Anomaly Detection -- A SurveyACM Computing Surveys (ACM CSUR), 2020 Tharindu Fernando Harshala Gammulle Akila Pemasiri Sridha Sridharan Clinton Fookes OOD 380 348 0 04 Dec 2020
Deep Learning in EEG: Advance of the Last Ten-Year Critical PeriodIEEE Transactions on Cognitive and Developmental Systems (TCDS), 2020 Shu Gong Kaibo Xing A. Cichocki Junhua Li VLM 271 85 0 22 Nov 2020
Disguising Personal Identity Information in EEG SignalsInternational Conference on Neural Information Processing (ICONIP), 2020 Shiya Liu Yue Yao Chaoyue Xing Tom Gedeon 89 2 0 18 Oct 2020
Epileptic Seizures Detection Using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars Navid Ghassemi M. Jafari Parisa Moridian ... Diba Aminshahidi Sadiq Hussain M. Rouhani S. Nahavandi U. Acharya 322 313 0 02 Jul 2020
Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy DetectionBiomedical Signal Processing and Control (BSPC), 2020 J. T. Oliva J. Rosa 67 18 0 02 Apr 2020
Neural Memory Networks for Seizure Type ClassificationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019 David Ahmedt-Aristizabal Tharindu Fernando Akila Pemasiri L. Petersson Matthew J. Aburn Clinton Fookes 142 61 0 10 Dec 2019
A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers Xiang Zhang Lina Yao Xianzhi Wang Jessica J. M. Monaghan David Mcalpine Yu Zhang 3DV 260 144 0 10 May 2019
Automatic Emotion Recognition (AER) System based on Two-Level Ensemble of Lightweight Deep CNN Models Emad-ul-Haq Qazi M. Hussain Hatim Aboalsamh I. Ullah 96 9 0 30 Apr 2019
Deep learning-based electroencephalography analysis: a systematic review Yannick Roy Hubert J. Banville Isabela Albuquerque Alexandre Gramfort T. Falk J. Faubert 276 1,098 0 16 Jan 2019
Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network M. Avcu Zhuo Zhang Derrick W. S. Chan 85 68 0 14 Jan 2019