Computational Modeling and Multimodal Integration of EEG and Functional Ultrasound Imaging

id="offer-description" class="ecl-u-type-heading-2 ecl-u-mt-none ecl-u-mb-l">Offer Description Development and validation of multiscale computational models of brain activity for the integration and interpretation of electroencephalographic (EEG) signals and functional ultrasound (fUS) imaging data. Specific activities will include the simulation of neuronal dynamics and the associated electrophysiological and hemodynamic signals, also by means of spiking neural networks and neurovascular coupling models; EEG source-space analysis; and the development of machine learning methods, including reservoir computing and deep learning, to identify and classify physiological and pathological brain states. The developed methods will be tested on experimental data obtained from simultaneous EEG–fUS recordings. Where to apply Website https://trasparenza.uniroma1.it/ . Requirements. Additional Information . Eligibility criteria. Eligible destination country/ies for fellows: . Italy. Eligibility of fellows: country/ies of residence: . OTHER. E.U. Eligibility of fellows: nationality/ies: . OTHER. Website for additional job details https://trasparenza.uniroma1.it/page/5/details/37345/bando-incarico-di-ricerca-…. <h2