Epilepsy Seizure Detection and Classification Analysis using Residual Neural Network

Seizure Detection Based on EEG Signals Using Asymmetrical Back Propagation Neural Network Method

Circuits Systems and Signal Processing ◽

10.1007/s00034-021-01686-w ◽

2021 ◽

Author(s):

S. Poorani ◽

P. Balasubramanie

Keyword(s):

Neural Network ◽

Back Propagation ◽

Seizure Detection ◽

Back Propagation Neural Network ◽

Eeg Signals ◽

Neural Network Method ◽

Network Method

FPGA implementation of epileptic seizure detection using semisupervised reduced deep convolutional neural network

Applied Soft Computing ◽

10.1016/j.asoc.2021.107639 ◽

2021 ◽

pp. 107639

Author(s):

Mrutyunjaya Sahani ◽

Susanta Kumar Rout ◽

Pradipta Kishore Dash

Keyword(s):

Neural Network ◽

Epileptic Seizure ◽

Seizure Detection ◽

Fpga Implementation ◽

Deep Convolutional Neural Network ◽

A convolutional neural network ‐based comparative study for pepper seed classification: Analysis of selected deep features with support vector machine

Journal of Food Process Engineering ◽

10.1111/jfpe.13955 ◽

2021 ◽

Author(s):

Kadir Sabanci ◽

Muhammet Fatih Aslan ◽

Ewa Ropelewska ◽

Muhammed Fahri Unlersen

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Comparative Study ◽

Support Vector ◽

Classification Analysis ◽

Pepper Seed

An Effective Cluster-Based Outlier Detection with Optimized Deep Neural Network for Epileptic Seizure Detection and Classification Model

International Journal of Engineering Trends and Technology ◽

10.14445/22315381/ijett-v69i3p214 ◽

2021 ◽

Vol 69 (3) ◽

pp. 76-84

Author(s):

Suguna P ◽

Kirubagari B ◽

Umamaheswari R

Keyword(s):

Neural Network ◽

Outlier Detection ◽

Epileptic Seizure ◽

Deep Neural Network ◽

Seizure Detection ◽

Classification Model ◽

Epileptic Seizure Detection ◽

Effective Cluster

A strategy combining intrinsic time-scale decomposition and a feedforward neural network for automatic seizure detection

Physiological Measurement ◽

10.1088/1361-6579/ab3e2e ◽

2019 ◽

Vol 40 (9) ◽

pp. 095004 ◽

Cited By ~ 1

Author(s):

Lijun Yang ◽

Sijia Ding ◽

Hao-min Zhou ◽

Xiaohui Yang

Keyword(s):

Neural Network ◽

Time Scale ◽

Seizure Detection ◽

Feedforward Neural Network ◽

Intrinsic Time ◽

Time Scale Decomposition

Advances in Predictive, Preventive and Personalised Medicine - Digital Health Approach for Predictive, Preventive, Personalised and Participatory Medicine ◽

Epileptic Seizure Detection Using a Convolutional Neural Network

10.1007/978-3-030-11800-6_9 ◽

2019 ◽

pp. 79-86

Author(s):

Bassem Bouaziz ◽

Lotfi Chaari ◽

Hadj Batatia ◽

Antonio Quintero-Rincón

Keyword(s):

Neural Network ◽

Epileptic Seizure ◽

Seizure Detection ◽

Principal component analysis-based neural network with fuzzy membership function for epileptic seizure detection

2014 10th International Conference on Natural Computation (ICNC) ◽

10.1109/icnc.2014.6975832 ◽

2014 ◽

Cited By ~ 6

Author(s):

Chastine Fatichah ◽

Abdullah M. Iliyasu ◽

Khaled A. Abuhasel ◽

Nanik Suciati ◽

Mohammed A. Al-Qodah

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Membership Function ◽

Epileptic Seizure ◽

Principal Component ◽

Seizure Detection ◽

Component Analysis ◽

Fuzzy Membership ◽

Fuzzy Membership Function ◽

Seizure detection by convolutional neural network-based analysis of scalp electroencephalography plot images

NeuroImage Clinical ◽

10.1016/j.nicl.2019.101684 ◽

2019 ◽

Vol 22 ◽

pp. 101684 ◽

Cited By ~ 31

Author(s):

Ali Emami ◽

Naoto Kunii ◽

Takeshi Matsuo ◽

Takashi Shinozaki ◽

Kensuke Kawai ◽

...

Keyword(s):

Neural Network ◽

Seizure Detection

2019 International Conference on Computational Intelligence in Data Science (ICCIDS) ◽

Performance Analysis of Epileptic Seizure Detection System Using Neural Network Approach

10.1109/iccids.2019.8862158 ◽

2019 ◽

Cited By ~ 2

Author(s):

R. Vaitheeshwari ◽

V. SathieshKumar

Keyword(s):

Neural Network ◽

Performance Analysis ◽

Epileptic Seizure ◽

Detection System ◽

Seizure Detection ◽

Network Approach ◽

Neural Network Approach ◽

Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2007.905490 ◽

2008 ◽

Vol 55 (2) ◽

pp. 512-518 ◽

Cited By ~ 321

Author(s):

S. Ghosh-Dastidar ◽

H. Adeli ◽

N. Dadmehr

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Radial Basis Function ◽

Basis Function ◽

Principal Component ◽

Seizure Detection ◽

Component Analysis ◽

Radial Basis