Massively Parallel Classification of Single-Trial EEG Signals Using a Min-Max Modular Neural Network

B.-L. Lu; J. Shin; M. Ichikawa

doi:10.1109/tbme.2003.821023

Massively Parallel Classification of Single-Trial EEG Signals Using a Min-Max Modular Neural Network

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2003.821023 ◽

2004 ◽

Vol 51 (3) ◽

pp. 551-558 ◽

Cited By ~ 16

Author(s):

B.-L. Lu ◽

J. Shin ◽

M. Ichikawa

Keyword(s):

Neural Network ◽

Massively Parallel ◽

Single Trial ◽

Eeg Signals ◽

Modular Neural Network

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Classification of emotions from EEG signals using time-order representation based on the S-transform and convolutional neural network

Electronics Letters ◽

10.1049/el.2020.2380 ◽

2020 ◽

Vol 56 (25) ◽

pp. 1359-1361

Author(s):

S.K. Khare ◽

A. Nishad ◽

A. Upadhyay ◽

V. Bajaj

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Eeg Signals ◽

S Transform ◽

Time Order ◽

Order Representation

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Classification of Eeg Signals Based on Different Motor Movement Using Multi-layer Perceptron Artificial Neural Network

Journal of Biological Sciences ◽

10.3923/jbs.2016.265.271 ◽

2016 ◽

Vol 16 (7) ◽

pp. 265-271 ◽

Cited By ~ 8

Author(s):

Nabilah Hamzah ◽

Haryanti Norhazman ◽

Norliza Zaini ◽

Maizura Sani

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Multi Layer Perceptron ◽

Eeg Signals ◽

Motor Movement ◽

Artificial Neural

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Deep convolutional neural network for classification of sleep stages from single-channel EEG signals

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2019.108312 ◽

2019 ◽

Vol 324 ◽

pp. 108312 ◽

Cited By ~ 19

Author(s):

Z. Mousavi ◽

T. Yousefi Rezaii ◽

S. Sheykhivand ◽

A. Farzamnia ◽

S.N. Razavi

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Single Channel ◽

Deep Convolutional Neural Network ◽

Sleep Stages ◽

Eeg Signals

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Massively Parallel Classification of EEG Signals Using Min-Max Modular Neural Networks

Artificial Neural Networks — ICANN 2001 - Lecture Notes in Computer Science ◽

10.1007/3-540-44668-0_84 ◽

2001 ◽

pp. 601-608 ◽

Cited By ~ 2

Author(s):

Bao-Liang Lu ◽

Jonghan Shin ◽

Michinori Ichikawa

Keyword(s):

Neural Networks ◽

Massively Parallel ◽

Eeg Signals ◽

Modular Neural Networks

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Time-Frequency Domain Deep Convolutional Neural Network for the Classification of Focal and Non-Focal EEG Signals

IEEE Sensors Journal ◽

10.1109/jsen.2019.2956072 ◽

2020 ◽

Vol 20 (6) ◽

pp. 3078-3086 ◽

Cited By ~ 11

Author(s):

Srirangan Madhavan ◽

Rajesh Kumar Tripathy ◽

Ram Bilas Pachori

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Frequency Domain ◽

Deep Convolutional Neural Network ◽

Eeg Signals ◽

Time Frequency

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Classification of epilepsy EEG signals using DWT-based envelope analysis and neural network ensemble

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2016.09.008 ◽

2017 ◽

Vol 31 ◽

pp. 357-365 ◽

Cited By ~ 62

Author(s):

Mingyang Li ◽

Wanzhong Chen ◽

Tao Zhang

Keyword(s):

Neural Network ◽

Neural Network Ensemble ◽

Eeg Signals ◽

Envelope Analysis

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Application of empirical mode decomposition and artificial neural network for the classification of normal and epileptic EEG signals

Journal of Applied Biomedicine ◽

10.1016/j.bbe.2015.10.006 ◽

2016 ◽

Vol 36 (1) ◽

pp. 285-291 ◽

Cited By ~ 39

Author(s):

Rafik Djemili ◽

Hocine Bourouba ◽

M.C. Amara Korba

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Empirical Mode Decomposition ◽

Eeg Signals ◽

Mode Decomposition ◽

Artificial Neural

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Automatic classification of urinary sediment images by using a hierarchical modular neural network

10.1117/12.348624 ◽

1999 ◽

Cited By ~ 2

Author(s):

Satoshi Mitsuyama ◽

Jun Motoike ◽

Hitoshi Matsuo

Keyword(s):

Neural Network ◽

Automatic Classification ◽

Urinary Sediment ◽

Modular Neural Network

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Detection and classification of partial discharge using a feature decomposition-based modular neural network

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/19.963209 ◽

2001 ◽

Vol 50 (5) ◽

pp. 1349-1354 ◽

Cited By ~ 11

Author(s):

Tao Hong ◽

M.T.C. Fang

Keyword(s):

Neural Network ◽

Partial Discharge ◽

Modular Neural Network

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Classification of EEG signals for epileptic seizures using Levenberg-Marquardt algorithm based Multilayer Perceptron Neural Network

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-169460 ◽

2018 ◽

Vol 34 (3) ◽

pp. 1669-1677 ◽

Cited By ~ 13

Author(s):

Ankit Narang ◽

Bhumika Batra ◽

Arpit Ahuja ◽

Jyoti Yadav ◽

Nikhil Pachauri

Keyword(s):

Neural Network ◽

Multilayer Perceptron ◽

Epileptic Seizures ◽

Eeg Signals ◽

Marquardt Algorithm ◽

Levenberg Marquardt

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