Performance Analysis of Feature Extractors for Object Recognition from EEG Signals

Advancements of Medical Electronics - Lecture Notes in Bioengineering ◽

10.1007/978-81-322-2256-9_23 ◽

2015 ◽

pp. 249-261

Author(s):

Anwesha Khasnobish ◽

Saugat Bhattacharyya ◽

Amit Konar ◽

D. N. Tibarewala

Keyword(s):

Object Recognition ◽

Performance Analysis ◽

Eeg Signals

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Asymptotic performance analysis for object recognition in clutter

10.1117/12.487051 ◽

2003 ◽

Author(s):

Dmitri Bitouk ◽

Michael I. Miller ◽

Laurent Younes

Keyword(s):

Object Recognition ◽

Performance Analysis ◽

Asymptotic Performance

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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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Performance Analysis of Local Linear Embedding (LLE) and Hessian LLE with Hybrid ABC-PSO for Epilepsy Classification from EEG signals

2018 International Conference on Inventive Research in Computing Applications (ICIRCA) ◽

10.1109/icirca.2018.8596821 ◽

2018 ◽

Author(s):

Harikumar Rajaguru ◽

Sunil Kumar Prabhakar

Keyword(s):

Performance Analysis ◽

Eeg Signals ◽

Local Linear Embedding ◽

Local Linear ◽

Epilepsy Classification ◽

Linear Embedding

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Performance analysis of SVD and K-means clustering for optimization of fuzzy outputs in classification of epilepsy risk level from EEG signals

2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology ◽

10.1109/ecticon.2012.6254317 ◽

2012 ◽

Cited By ~ 1

Author(s):

R. Harikumar ◽

T. Vijayakumar ◽

M.G. Sreejith

Keyword(s):

Performance Analysis ◽

Risk Level ◽

Eeg Signals

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The reliability and psychometric structure of Multi-Scale Entropy measured from EEG signals at rest and during face and object recognition tasks

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2019.108343 ◽

2019 ◽

Vol 326 ◽

pp. 108343 ◽

Cited By ~ 1

Author(s):

Yadwinder Kaur ◽

Guang Ouyang ◽

Martin Junge ◽

Werner Sommer ◽

Mianxin Liu ◽

...

Keyword(s):

Object Recognition ◽

Eeg Signals ◽

Multi Scale

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Classification of EEG signals in an object recognition task

2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP) ◽

10.1109/iccp.2017.8117036 ◽

2017 ◽

Cited By ~ 1

Author(s):

Iacob D. Rus ◽

Paul Marc ◽

Mihaela Dinsoreanu ◽

Rodica Potolea ◽

Raul Cristian Muresan

Keyword(s):

Object Recognition ◽

Recognition Task ◽

Eeg Signals ◽

Object Recognition Task

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PERFORMANCE ANALYSIS OF PATIENT SPECIFIC ELMAN-CHAOTIC OPTIMIZATION MODEL FOR FUZZY BASED EPILEPSY RISK LEVEL CLASSIFICATION FROM EEG SIGNALS

International Journal on Smart Sensing and Intelligent Systems ◽

10.21307/ijssis-2017-371 ◽

2009 ◽

Vol 2 (4) ◽

pp. 612-635 ◽

Cited By ~ 2

Author(s):

Dr.R HariKumar ◽

T. Vijayakumar

Keyword(s):

Performance Analysis ◽

Optimization Model ◽

Patient Specific ◽

Risk Level ◽

Eeg Signals

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Performance Analysis of Wavelet Transforms and Principal Components as Post Classifier for the Classification of Epilepsy Risk Levels from EEG Signals

Lecture Notes in Electrical Engineering - Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) ◽

10.1007/978-81-322-0997-3_3 ◽

2013 ◽

pp. 25-35 ◽

Cited By ~ 1

Author(s):

R. Harikumar ◽

T. Vijaykumar ◽

C. Ganesh Babu ◽

M. G. Sreejith

Keyword(s):

Performance Analysis ◽

Principal Components ◽

Wavelet Transforms ◽

Eeg Signals ◽

Risk Levels

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Extreme Learning Machine (ELM) based Performance Analysis and Epilepsy Identification from EEG Signals

IETE Journal of Research ◽

10.1080/03772063.2021.1987997 ◽

2021 ◽

pp. 1-11

Author(s):

R. Harikumar ◽

C. Ganesh Babu ◽

M. Gowri Shankar

Keyword(s):

Performance Analysis ◽

Extreme Learning Machine ◽

Eeg Signals ◽

Learning Machine

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Performance analysis of KNN classifier and K-means clustering for robust classification of epilepsy from EEG signals

2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) ◽

10.1109/wispnet.2016.7566575 ◽

2016 ◽

Cited By ~ 8

Author(s):

M. Manjusha ◽

R. Harikumar

Keyword(s):

Performance Analysis ◽

Eeg Signals ◽

Robust Classification ◽

Knn Classifier

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