Classification of EEG signals using spiking neural networks

2018 26th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2018.8404470 ◽

2018 ◽

Author(s):

Aykut Tahtirvanci ◽

Akif Durdu ◽

Burak Yilmaz

Keyword(s):

Neural Networks ◽

Spiking Neural Networks ◽

Eeg Signals

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Spiking Neural Networks applied to the classification of motor tasks in EEG signals

Neural Networks ◽

10.1016/j.neunet.2019.09.037 ◽

2020 ◽

Vol 122 ◽

pp. 130-143 ◽

Cited By ~ 8

Author(s):

Carlos D. Virgilio G. ◽

Juan H. Sossa A. ◽

Javier M. Antelis ◽

Luis E. Falcón

Keyword(s):

Neural Networks ◽

Spiking Neural Networks ◽

Eeg Signals ◽

Motor Tasks

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Performance Analysis of ApEn as a Feature Extraction Technique and Time Delay Neural Networks, Multi Layer Perceptron as Post Classifiers for the Classification of Epilepsy Risk Levels from EEG Signals

Advances in Intelligent Systems and Computing - Computational Intelligence, Cyber Security and Computational Models ◽

10.1007/978-981-10-0251-9_10 ◽

2015 ◽

pp. 89-97 ◽

Cited By ~ 3

Author(s):

Sunil Kumar Prabhakar ◽

Harikumar Rajaguru

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Time Delay ◽

Performance Analysis ◽

Extraction Technique ◽

Multi Layer Perceptron ◽

Eeg Signals ◽

Risk Levels ◽

Feature Extraction Technique

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A New Approach for Classification of Epilepsy EEG Signals Based on Temporal Convolutional Neural Networks

2018 11th International Symposium on Computational Intelligence and Design (ISCID) ◽

10.1109/iscid.2018.10119 ◽

2018 ◽

Cited By ~ 2

Author(s):

Jiuwen Zhang ◽

Haobo Wu ◽

Wei Su ◽

Xin Wang ◽

Meng Yang ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Eeg Signals ◽

New Approach

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Analysis of Fuzzy Techniques and Neural Networks (RBF&MLP) in Classification of Epilepsy Risk Levels from EEG Signals

IETE Journal of Research ◽

10.1080/03772063.2007.10876162 ◽

2007 ◽

Vol 53 (5) ◽

pp. 465-474 ◽

Cited By ~ 5

Author(s):

R Sukanesh ◽

R Harikumar

Keyword(s):

Neural Networks ◽

Eeg Signals ◽

Risk Levels ◽

Fuzzy Techniques

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Neural networks for classification of multichannel EEG signals

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.1992.5761233 ◽

1992 ◽

Author(s):

D. C. Reddy ◽

K. Deergha Rao

Keyword(s):

Neural Networks ◽

Eeg Signals ◽

Multichannel Eeg

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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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ONLINE CLASSIFICATION OF EEG SIGNALS USING ARTIFICIAL NEURAL NETWORKS FOR BIOFEEDBACK TRAINING OF PATIENTS WITH EPILEPSY

Recent Trends in Multimedia Information Processing ◽

10.1142/9789812776266_0068 ◽

2002 ◽

Cited By ~ 3

Author(s):

M. SCHRÖDER ◽

M. BOGDAN ◽

W. ROSENSTIEL ◽

T. HINTERBERGER ◽

U. STREHL ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Biofeedback Training ◽

Eeg Signals ◽

Online Classification ◽

Artificial Neural ◽

Patients With Epilepsy

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Feature Extraction and Classification of EEG Signals Using Wavelet Transform, SVM and Artificial Neural Networks for Brain Computer Interfaces

2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing ◽

10.1109/ijcbs.2009.100 ◽

2009 ◽

Cited By ~ 17

Author(s):

Mohammad Reza Nazari Kousarrizi ◽

AbdolReza Asadi Ghanbari ◽

Mohammad Teshnehlab ◽

Mahdi Aliyari Shorehdeli ◽

Ali Gharaviri

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Artificial Neural Networks ◽

Wavelet Transform ◽

Brain Computer Interfaces ◽

Eeg Signals ◽

Computer Interfaces ◽

Artificial Neural

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Classification of Distorted Patterns by Feed-Forward Spiking Neural Networks

Artificial Neural Networks and Machine Learning – ICANN 2012 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-33269-2_34 ◽

2012 ◽

pp. 264-271

Author(s):

Ioana Sporea ◽

André Grüning

Keyword(s):

Neural Networks ◽

Spiking Neural Networks ◽

Feed Forward

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Classification of Epileptic EEG Signals using Time-Delay Neural Networks and Probabilistic Neural Networks

International Journal of Information Engineering and Electronic Business ◽

10.5815/ijieeb.2013.01.07 ◽

2013 ◽

Vol 5 (1) ◽

pp. 59-67 ◽

Cited By ~ 2

Author(s):

Ateke Goshvarpour ◽

Hossein Ebrahimnezhad ◽

Atefeh Goshvarpour

Keyword(s):

Neural Networks ◽

Time Delay ◽

Probabilistic Neural Networks ◽

Eeg Signals

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