Arne Van Den Kerchove
Ph.D. Researcher Brain-Computer Interfaces
arne[dot]vandenkerchove[at]kuleuven[dot]com arne[dot]vandenkerchove[at]univ-lille[dot]fr arne[at]vandenkerchove[dot]com arnevdk arnevdk @arnevdk:one.ems.host 0000-0002-9367-2986 arnevdkLeuven, Belgium
Publications
- Arno Libert, Arne Van Den Kerchove, Benjamin Wittevrongel, Marc M. Van Hulle. Analytic beamformer transformation for transfer learning in motion-onset visual evoked potential decoding. Journal of Neural Engineering, 2022.
- Arne Van Den Kerchove, Arno Libert, Benjamin Wittevrongel, Marc M. Van Hulle. Classification of Event-Related Potentials with Regularized Spatiotemporal LCMV Beamforming. Applied Sciences, 2022.
- Arne Van Den Kerchove, Benjamin Wittevrongel, Valentina Pergher, Marc M. Van Hulle, Hendrik Blockeel. Linguistic transcription of EEG responses to sequences of visual stimuli, KU Leuven (Master's Thesis), 2020.
Presentations
BCI Society Meeting 2023 Poster presentation on classifier-based latency estimation for covert attention ERP decoding. |
SSVEP BCI Workshop Interactive workshop for NeuroTech Leuven about signal processing for Steady-State Visually Evoked Potential-based BCI's. |
Leuven.AI Meeting 2022 Poster presentation on linear discriminant analysis with Kronecker-product covariance regularization for ERP decoding. |
JJC-ICON 2021 Presentation at CORTICO Young Researchers Day about a multi-component approach to spatiotemporal beamforming decoding of event-related potentials. |
KU Leuven Science Day 2021 Dutch online demo of event-related potenial decoding with spatiotemporal beamforming for the general public. |
Interests
← About me
Education
Ph.D. in Biomedical Sciences KU Leuven, ongoing |
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Ph.D. in Control Science and Signal Processing University of Lille, ongoing
KU Leuven & University of Lille Global Ph.D.
Partnerships 2020 Grant
Thesis: EEG-based Visual Brain-Computer Interface for Gaze-free Communication |
M.Sc. in Engineering Sciences: Computer Science,
Cum laude KU Leuven, 2020
Option Artificial Intelligence. Thesis:
Transcription of multiple ERP components from EEG
recordings using spatio-temporal beamforming
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B.Sc. in Informatics KU Leuven, 2017
Minor in natural sciences. Thesis:
Drone simulator and stereoscopic object detection
autopilot
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Professional experience
Teaching Assistant Fundamentals of Computer
Science KU Leuven, 2020
Teaching programming and algorithmic reasoning to
first year engineering students.
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Python Developer Mindspeller, 2019
Python flask developer in a spin-off of the KU Leuven
Computational Neuroscience lab that provides marketing
services based on neuroscientifically validated
association studies.
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Database Technician Pharmacists Forum of Brabant, 2015
Database refactoring and migration.
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Freelance Full-stack Web Developer Self employed, 2014-2020
I build and design websites for small start-ups and
organisations with Drupal CMS or Django, combined with
hosting on own server infrastructure.
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Front-end Web Developer GBITS Web Development, 2014
HTML/CSS template editing for a small web development
company.
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Volunteering Experience
NeuroTech Leuven, Project Supervisor
Supervising extracurricular BCI/neurotech student
projects.
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Red Cross, Ambulance EMT |
Red Cross Youth,
Local Deputy President and First Aid Instructor
Youth leader in an openly accessible youth movement and
first aid instructor for children of age 6 to 16.
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KU Leuven,
PAL Tutor Principles of Computer Programming
Organizing and teaching Peer Assisted Learning
sessions in Python programming to first year
Informatics students.
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Scientica Leuven vzw, Board Secretary
Day-to-day management of an overarching student
organization at the Faculty of Science of KU Leuven.
Responsible for internal quality assurance and
documentation.
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Wina Leuven vzw, Board Member
Day-to-day management of the student organisation for
Physics, Mathematics and Informatics at KU Leuven.
Organizing events and parties.
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Scientica Leuven vzw & Wina Leuven vzw,
Webmaster
Team leader of the technical support teams and of
multiple student organizations and sysadmin of a small
scale distributed Linux server infrastructure.
Developing and maintaining the websites and online
course service platform.
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Students for Climate Leuven
Organizing and mobilizing for a greener future.
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