Department of Microelectronics
Faculty of Electrical Engineering, Mathematics, and Computer Science

MSc A. Erol

PhD student
Signal Processing Systems (SPS), Department of Microelectronics

PhD thesis (Dec 2024): Modelling Spatiotemporal Variability of Brain Responses in Functional Ultrasound
Promotor: Borbála Hunyadi

Expertise: Biomedical signal processing

Themes: Health and Wellbeing

Biography

Aybuke Erol received the MSc degree in Signal Processing from Middle East Technical Universit (METU), Ankara, Turkey, in 2019, after which she came to TU Delft to to a PhD and work with Borbala Hunyadi on the BRAIN project.

Projects history

Multimodal, multiresolution brain imaging

Developing a novel brain imaging paradigm combining functional ultrasound and EEG

  1. Evoked Component Analysis (ECA): Decomposing the Functional Ultrasound Signal With GLM-Regularization
    Aybüke Erol; Bastian Generowicz; Pieter Kruizinga; Borbála Hunyadi;
    IEEE Trans. Biomed. Eng.,
    Volume 71, Issue 10, pp. 2823-2832, 2024. DOI: 10.1109/TBME.2024.3395154
    document

  2. Analyzing Trial-to-Trial Variability in the Mouse Visual Pathway Using Functional Ultrasound
    Aybüke Erol; Pieter Kruizinga; Borbála Hunyadi;
    In ISBI,
    pp. 1-5, 2024. DOI: 10.1109/ISBI56570.2024.10635718
    document

  3. Modelling Spatiotemporal Variability of Brain Responses in Functional Ultrasound
    A. Erol;
    PhD thesis, TU Delft, Dec. 2024.
    document

  4. Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition
    Aybüke Erol; Chagajeg Soloukey; Bastian Generowicz; Nikki van Dorp; Sebastiaan K. E. Koekkoek; Pieter Kruizinga; Borbála Hunyadi;
    Neuroinformatics,
    Volume 21, Issue 2, pp. 247-265, 2023. DOI: 10.1007/s12021-022-09613-3
    document

  5. Correction to: Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition
    Aybüke Erol; Chagajeg Soloukey; Bastian Generowicz; Nikki van Dorp; Sebastiaan K. E. Koekkoek; Pieter Kruizinga; Borbála Hunyadi;
    Neuroinformatics,
    Volume 21, Issue 2, pp. 267, 2023. DOI: 10.1007/s12021-022-09619-x
    document

  6. Modeling nonlinear evoked hemodynamic responses in functional ultrasound
    S. Kotti; A. Erol; B. Hunyadi;
    In 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW),
    Rhodes Island (Greece), IEEE, pp. 1-5, June 2023. DOI: 10.1109/ICASSPW59220.2023.10193541
    document

  7. GLM-Regularized Low-Rank Factorization For Extracting Functional Response From Swept-3D Functional Ultrasound
    Aybüke Erol; Bastian Generowicz; Pieter Kruizinga; Borbála Hunyadi;
    In ICASSP Workshops,
    pp. 1-5, 2023. DOI: 10.1109/ICASSPW59220.2023.10193574
    document

  8. Joint Estimation of Hemodynamic Response and Stimulus Function in Functional Ultrasound Using Convolutive Mixtures
    Aybuke Erol; Simon Van Eyndhoven; Sebastiaan Koekkoek; Pieter Kruizinga; Borbala Hunyadi;
    In 2020 54th Asilomar Conference on Signals, Systems, and Computers,
    IEEE, 2020.

BibTeX support

Last updated: 11 Dec 2024

Aybüke Erol

Alumnus