Search Results - "Plucińska, Renata"

Leveraging Multiple Distinct EEG Training Sessions for Improvement of Spectral-Based Biometric Verification Results by Plucińska, Renata, Jędrzejewski, Konrad, Malinowska, Urszula, Rogala, Jacek

“…Most studies on EEG-based biometry recognition report results based on signal databases, with a limited number of recorded EEG sessions using the same single…”
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Impact of EEG Frequency Bands and Data Separation on the Performance of Person Verification Employing Neural Networks by Plucińska, Renata, Jędrzejewski, Konrad, Waligóra, Marek, Malinowska, Urszula, Rogala, Jacek

“…The paper is devoted to the study of EEG-based people verification. Analyzed solutions employed shallow artificial neural networks using spectral EEG features…”
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Evaluation of adaptive algorithms effectiveness for cancellation of power line interferences in gamma waves band of EEG signal by Plucinska, Renata, Jedrzejewski, Konrad

“…The paper presents the results of investigations devoted to evaluation of effectiveness of adaptive algorithms employed for suppressing power line…”
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Influence of Feature Scaling and Number of Training Sessions on EEG Spectral-based Person Verification with Artificial Neural Networks by Plucinska, Renata, Jedrzejewski, Konrad, Malinowska, Urszula, Rogala, Jacek

“…Research on using EEG as a biometric began over 20 years ago. However, compared to more traditional modalities like fingerprints, EEG is still relatively…”
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Experimental studies on the efficiency of people authentication using EEG data from the same and different examinations by Plucinska, Renata, Jedrzejewski, Konrad, Rogala, Jacek, Malinowska, Urszula, Waligora, Marek

“…The paper presents the results of preliminary studies on the authentication of human subjects using electroencephalography (EEG) signals. Many research results…”
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EEG Signal Analysis for Human Verification using Neural Networks - Preliminary Experimental Results by Plucinska, Renata, Jedrzejewski, Konrad, Waligora, Marek, Malinowska, Urszula

“…The results of experimental studies on human verification by EEG signal analysis are presented in this paper. The developed approach was investigated using 220…”
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