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

Download Full-text

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.1992.594698 ◽

1992 ◽

Cited By ~ 1

Author(s):

Reddy ◽

Deergha Rao

Keyword(s):

Neural Networks ◽

Eeg Signals ◽

Multichannel Eeg

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

On the use of generative deep neural networks to synthesize artificial multichannel EEG signals

2021 10th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner49283.2021.9441381 ◽

2021 ◽

Author(s):

Ozan Ozdenizci ◽

Deniz Erdogmus

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Eeg Signals ◽

Multichannel Eeg

Download Full-text

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

Download Full-text