Signal Processing Algorithm Design for Next-Generation Neuro-Sensor Technology
Prof A Bertrand
30 April 2019
The work will be performed within the research division STADIUS (’Stadius Centre for Dynamical Systems, Signal Processing, and Data Analytics’) at the Department of Electrical Engineering (ESAT) at KU Leuven, Europe’s most innovative university (Reuters, 2018).
Data Driven Information Recovery in Sensor Systems
Prof J Thompson
21 March 2020
This PhD project will enable to researcher to study transformative technologies for rethinking how we sample and record data from a wide variety of sensors.
Scalable methods for robust uncertainty quantification
Dr Y Wiaux, Dr Y Altmann, Prof S McLaughlin
Applications accepted all year round
This PhD project will investigate novel statistical methods combining the Bayesian formalism with high-dimensional optimization tools to infer parameters and associated uncertainty in large-scale (imaging) problems.
Data-driven processing of brain activity over networks
Dr J Escudero Rodriguez
31 July 2019
This exciting inter-disciplinary PhD project will develop computational and mathematical methods to analyse brain activity and networks to help monitor some of the most important neurological diseases today.
Deep Multi-Object Characterization of Convolutive Signals
Dr M Yaghoobi, Dr S.A. Tsaftaris
21 March 2020
Machine learning (ML) and artificial intelligence (AI) are changing the future of defence and security. This project investigates deep neural networks (DNN), i.e.