PhD Position in Computer Sciences (Catholic University of Leuven )

(ref. BAP-2023-690) The work will be performed within the research division STADIUS at the Department of Electrical Engineering (ESAT) (Prof. A. Bertrand, Dr. S. Geirnaert) in collaboration with the division MATHLAB at the Faculty of Psychology and Educational Sciences (Parenting and Special Education Research Unit) (Prof. B. De Smedt, Dr. E. Bellon), both 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. MATHLAB performs research in understanding the neurocognitive origins of individual differences in academic achievement, in particular mathematical cognition. Project This job opening covers a PhD position (4 years) at the STADIUS group of the Department of Electrical Engineering (ESAT) of KU Leuven (Belgium) in the frame of a project on 'natural' brain-computer interfaces (BCI) for online tracking of auditory attention via electroencephalography (EEG) in individuals and groups of learners. The goal is to design new BCI algorithms, and tools with applications in educational neuroscience, EEG hyperscanning, diagnosis of attention disorders, and supportive neurofeedback for learners. 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 like mathematics and you have a solid mathematically-oriented background, in particular: signal processing, stochastic signals and processes, array processing (multi-channel signal processing) You have a genuine interest in signal processing 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 interest in designing EEG-BCI experiments You have an excellent proficiency in the English language (both speaking and writing) Additional research/educational experience in a few of the following topics is a plus: Component analysis theory and application (PCA, ICA, CCA, …) Linear Algebra (Eigenvalue decomposition, SVD, ...) Stochastic signals and processes (stationarity, ergodicity, ...) Multi-channel signal processing and spatial filtering Sensor array processing Machine learning for time series Offer A funded PhD scholarship An exciting interdisciplinary research environment A KU Leuven affiliation, Europe's most innovative university and 7th in the world (Reuters) The possibility to take part in international conferences and collaborations A competitive salary Interested? Interested applicants should submit: - a motivation letter with a statement of skills and research interests - a curriculum vitae - a transcript of followed courses + grades - the names and contact information of 2 references !!! Important note: motivation letters are free format except for 2 required paragraphs: 1) Reason(s) why I am interested in this particular position: [write reasons here] 2) Facts or examples that demonstrate that I satisfy the listed requirements: [write reasons here] The application deadline is 22 December 2023, but earlier applications are encouraged and will be considered as soon as they are received. The position can be closed earlier in case a suitable candidate has been found. You can apply for this job no later than December 22, 2023 via the KU Leuven seeks to foster an environment where all talents can flourish, regardless of gender, age, cultural background, nationality or impairments. If you have any questions relating to accessibility or support, please contact us at diversiteit.HR@kuleuven.be. Employment percentage: Voltijds Location: Leuven Apply before: December 22, 2023 Tags: Computerwetenschappen Download: file If you apply for this position please say you saw it on Computeroxy

(ref. BAP-2023-690)

The work will be performed within the research division STADIUS at the Department of Electrical Engineering (ESAT) (Prof. A. Bertrand, Dr. S. Geirnaert) in collaboration with the division MATHLAB at the Faculty of Psychology and Educational Sciences (Parenting and Special Education Research Unit) (Prof. B. De Smedt, Dr. E. Bellon), both 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. MATHLAB performs research in understanding the neurocognitive origins of individual differences in academic achievement, in particular mathematical cognition.

Project

This job opening covers a PhD position (4 years) at the STADIUS group of the Department of Electrical Engineering (ESAT) of KU Leuven (Belgium) in the frame of a project on 'natural' brain-computer interfaces (BCI) for online tracking of auditory attention via electroencephalography (EEG) in individuals and groups of learners. The goal is to design new BCI algorithms, and tools with applications in educational neuroscience, EEG hyperscanning, diagnosis of attention disorders, and supportive neurofeedback for learners.

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 like mathematics and you have a solid mathematically-oriented background, in particular: signal processing, stochastic signals and processes, array processing (multi-channel signal processing)
You have a genuine interest in signal processing 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 interest in designing EEG-BCI experiments
You have an excellent proficiency in the English language (both speaking and writing)

Additional research/educational experience in a few of the following topics is a plus:

Component analysis theory and application (PCA, ICA, CCA, …)
Linear Algebra (Eigenvalue decomposition, SVD, ...)
Stochastic signals and processes (stationarity, ergodicity, ...)
Multi-channel signal processing and spatial filtering
Sensor array processing
Machine learning for time series

Offer

A funded PhD scholarship
An exciting interdisciplinary research environment
A KU Leuven affiliation, Europe's most innovative university and 7th in the world (Reuters)
The possibility to take part in international conferences and collaborations
A competitive salary

Interested?

Interested applicants should submit:

- a motivation letter with a statement of skills and research interests

- a curriculum vitae

- a transcript of followed courses + grades

- the names and contact information of 2 references

!!! Important note: motivation letters are free format except for 2 required paragraphs:

1) Reason(s) why I am interested in this particular position: [write reasons here]

2) Facts or examples that demonstrate that I satisfy the listed requirements: [write reasons here]

The application deadline is 22 December 2023, but earlier applications are encouraged and will be considered as soon as they are received. The position can be closed earlier in case a suitable candidate has been found.

You can apply for this job no later than December 22, 2023 via the

KU Leuven seeks to foster an environment where all talents can flourish, regardless of gender, age, cultural background, nationality or impairments. If you have any questions relating to accessibility or support, please contact us at diversiteit.HR@kuleuven.be.

Employment percentage: Voltijds
Location: Leuven
Apply before: December 22, 2023
Tags: Computerwetenschappen
Download: file

If you apply for this position please say you saw it on Computeroxy

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