PhD position: EEG-based auditory brain-computer interfaces
Position Details (PhD Research Project)
The work will be performed within the research division STADIUS at the Department of Electrical Engineering (ESAT) at KU Leuven, Europe’s most innovative university (Reuters). STADIUS’ major research objective is to contribute to the development of improved digital (control and signal processing) systems that incorporate advanced mathematical modeling techniques as a crucial new ingredient.
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Project
This job opening covers a PhD position (4 years) at the STADIUS group of the Dept. of Electrical Engineering (ESAT) of KU Leuven (Belgium) in the frame of a project on ‘natural’ auditory brain-computer interfaces (BCI) for tracking of auditory attention via electroencephalography (EEG). The goal is to design accurate and calibration-free BCI algorithms for decoding auditory attention to natural speech, with applications in hearing aids and hearing devices.
Profile
- You have a master’s degree in engineering with a background in any of the following domains: electrical or mathematical engineering, biomedical engineering, computer science, information technology, artificial intelligence, signal processing (or a similar degree with an equivalent academic level).
- You have a solid mathematically-oriented background
- You have a genuine interest in signal processing and/or machine learning methodology and algorithms
- You obtained good grades in courses related to the topics relevant to this PhD position
- You are able to do independent research (demonstrated by, e.g., excellent grades on a MSc thesis, etc.)
- You have a critical mindset
- You have an excellent proficiency in the English language (both speaking and writing)
- Component analysis theory and application (PCA, ICA, CCA, …)
- Multi-channel and adaptive signal processing
- Linear Algebra (Eigenvalue decomposition, SVD, …)
- Machine learning for signal processing
Offer
- A funded PhD scholarship
- An exciting interdisciplinary research environment
- A KU Leuven affiliation, Europe’s most innovative university (Reuters)
- The possibility to take part in international conferences and collaborations
- A competitive salary
Interested?
For more information please contact Prof. dr. ir. Alexander Bertrand, mail: [email protected] or Dr. Simon Geirnaert, mail: [email protected].
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