Computational Modeling and Multimodal Integration of EEG and Functional Ultrasound Imaging
Pubblicato il 28-10-2026 - Italian Ministry of Education, University and Research in Italia
Organisation/Company SAPIENZA UNIVERSITA' DI ROMA Research Field Engineering » Biomedical engineering Researcher Profile Recognised Researcher (R2) Leading Researcher (R4) First Stage Researcher (R1) Established Researcher (R3) Application Deadline 20 Nov 2026 - 23:59 (UTC) Country Italy Type of Contract To be defined Job Status Not Applicable Is the job funded through the EU Research Framework Programme? Other EU programme Is the Job related to staff position within a Research Infrastructure? No
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.
L'esperienza richiesta ai candidati, così come le competenze e le qualifiche aggiuntive necessarie per questo lavoro,
sono elencate di seguito.
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. xjncmbx
- Italy
Eligibility of fellows: country/ies of residence:
- OTHER
- E.U.
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