Serap Aydin

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 17

Top Topics

Emotional State

Spectral Features

Top Venues

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

Neural Comput. Appl.

Publications

Serap Aydin
Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State. Neuroinformatics 20 (3) (2022)
Serap Aydin, Baris Akin
Machine learning classification of maladaptive rumination and cognitive distraction in terms of frequency specific complexity. Biomed. Signal Process. Control. 77 (2022)
Berke Kiliç, Serap Aydin
Classification of Contrasting Discrete Emotional States Indicated by EEG Based Graph Theoretical Network Measures. Neuroinformatics 20 (4) (2022)
Serap Aydin, Fatih Hilmi Çetin, Merve Çikili Uytun, Zehra Babadagi, Ahmet Sami Güven, Yasemen Isik
Comparison of domain specific connectivity metrics for estimation brain network indices in boys with ADHD-C. Biomed. Signal Process. Control. 76 (2022)
Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Serap Aydin, Müjdat Çetin
Prediction of Reaction Time and Vigilance Variability From Spatio-Spectral Features of Resting-State EEG in a Long Sustained Attention Task. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Baris Akin, Serap Aydin
Influence of Emotion Regulation Strategies in Spontaneous Neuro-Cortical Activities. SIU (2020)
Serap Aydin
Deep Learning Classification of Neuro-Emotional Phase Domain Complexity Levels Induced by Affective Video Film Clips. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Serap Aydin, Müjdat Çetin
Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task. CoRR (2019)
Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Sara Atito Ali Ahmed, Serap Aydin, Müjdat Çetin
Prediction of Response Time and Vigilance Score in a Sustained Attention Task from Pre-trial Phase Synchrony using Deep Neural Networks. EMBC (2019)
Mehmet Akif Özçoban, Oguz Tan, Serap Aydin, Aydin Akan
Decreased global field synchronization of multichannel frontal EEG measurements in obsessive-compulsive disorders. Medical Biol. Eng. Comput. 56 (2) (2018)
Serap Aydin, Cagdas Guducu, Firat Kutluk, Adile Öniz Özgören, Murat Özgören
A case study on auditory brain activations relative to musical experience by means of eeg complexity levels. SIU (2018)
Serap Aydin, Serdar Demirtas, Sinan Yetkin
Cortical correlations in wavelet domain for estimation of emotional dysfunctions. Neural Comput. Appl. 30 (4) (2018)
Kemal Aydemir, Serap Aydin
Smart classification of normal and aggressive muscle actions. SIU (2018)
Serap Aydin, Serdar Demirtas, M. Alper Tunga, Kahraman Ates
Comparison of hemispheric asymmetry measurements for emotional recordings from controls. Neural Comput. Appl. 30 (4) (2018)
Gunet Eroglu, Serap Aydin, Müjdat Çetin, Selim Balcisoy
Improving cognitive functions of dyslexies using multi-sensory learning and EEG neurofeedback. SIU (2018)
Serap Aydin, Oguz Tan
Classification of band-specific regional hemispheric connectivity in obsessive compulsive disorder. SIU (2017)
Serap Aydin, Serdar Demirtas, Kahraman Ates, M. Alper Tunga
Emotion Recognition with Eigen Features of Frequency Band Activities Embedded in Induced Brain Oscillations Mediated by Affective Pictures. Int. J. Neural Syst. 26 (3) (2016)
Serap Aydin, Nafiz Arica, Emrah Ergul, Oguz Tan
Classification of Obsessive Compulsive Disorder by EEG Complexity and Hemispheric Dependency Measurements. Int. J. Neural Syst. 25 (3) (2015)
Serap Aydin, M. Alper Tunga, Sinan Yetkin
Mutual Information Analysis of Sleep EEG in Detecting Psycho-Physiological Insomnia. J. Medical Syst. 39 (5) (2015)
Mehmet Aksahin, Serap Aydin, Hikmet Firat, Osman Erogul
Artificial Apnea Classification with Quantitative Sleep EEG Synchronization. J. Medical Syst. 36 (1) (2012)
Serap Aydin, Hamdi Melih Saraoglu, Sadik Kara
Singular Spectrum Analysis of Sleep EEG in Insomnia. J. Medical Syst. 35 (4) (2011)
Serap Aydin
Computer Based Synchronization Analysis on Sleep EEG in Insomnia. J. Medical Syst. 35 (4) (2011)
Serap Aydin
A new combination: scale-space filtering of projected brain activities. Medical Biol. Eng. Comput. 47 (4) (2009)
Serap Aydin
Tikhonov regularized solutions for improvement of signal-to-noise ratio in case of auditory-evoked potentials. Medical Biol. Eng. Comput. 46 (10) (2008)