20092020

Research output per year

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Research Output

2020

MNE-RSA: Representational similarity analysis using MNE-Python datastructures

van Vliet, M., 21 Apr 2020

Research output: Artistic and non-textual formSoftwareScientific

Seven quick tips for analysis scripts in neuroimaging

van Vliet, M., 1 Mar 2020, In : PLoS computational biology. 16, 3, p. 1-10 10 p., e1007358.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
12 Downloads (Pure)
2019

Post-hoc modification of linear models: combining machine learning with domain information to make solid inferences from noisy data

van Vliet, M. & Salmelin, R., 26 Sep 2019, In : NeuroImage. 204, p. 1-14 116221.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
40 Downloads (Pure)

Post-Hoc Modification of Linear Models

van Vliet, M., 11 Jan 2019

Research output: Artistic and non-textual formSoftwareScientific

Reconstructing meaning from bits of information

Kivisaari, S. L., van Vliet, M., Hultén, A., Lindh-Knuutila, T., Faisal, A. & Salmelin, R., 25 Feb 2019, In : Nature Communications. 10, 1, p. 1-11 11 p., 927.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
63 Downloads (Pure)
2018

Analysis of functional connectivity and oscillatory power using DICS: From raw MEG data to group-level statistics in Python

van Vliet, M., Liljeström, M., Aro, S., Salmelin, R. & Kujala, J., 11 Aug 2018, In : Frontiers in Neuroscience. 12, p. 1-17 17 p., 586.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
6 Citations (Scopus)
75 Downloads (Pure)

Conpy: a Python module for spectral power mapping and functional connectivity analysis using DICS

van Vliet, M., 19 Jan 2018

Research output: Artistic and non-textual formSoftwareScientific

Exploring the Organization of Semantic Memory through Unsupervised Analysis of Event-related Potentials

van Vliet, M., Van Hulle, M. & Salmelin, R., Mar 2018, In : Journal of Cognitive Neuroscience. 30, 3, p. 381-392 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
3 Citations (Scopus)
218 Downloads (Pure)
2017

How does the brain process mild versus strong violations in music? A pilot study using event-related potentials

Joret, M. E., van Vliet, M., Camarrone, F. & Van Hulle, M. M., 3 Nov 2017, 2017 22nd International Conference on Digital Signal Processing, DSP 2017. IEEE, 5 p. 8096146. (International Conference on Digital Signal Processing proceedings ).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2016

Single-trial ERP component analysis using a spatiotemporal LCMV beamformer

Van Vliet, M., Chumerin, N., De Deyne, S., Wiersema, J. R., Fias, W., Storms, G. & Van Hulle, M. M., 1 Jan 2016, In : IEEE Transactions on Biomedical Engineering. 63, 1, p. 55-66 12 p., 2468588.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
19 Citations (Scopus)
32 Downloads (Pure)
2014

Amplitude of N400 component unaffected by lexical priming for moderately constraining sentences

Khachatryan, E., van Vliet, M., De Deyne, S., Storms, G., Manvelyan, H. & Van Hulle, M. M., 1 Jan 2014, 4th International Workshop on Cognitive Information Processing - Proceedings of CIP 2014. 6844516

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

Response-related potentials during semantic priming: The effect of a speeded button response task on ERPs

Van Vliet, M., Manyakov, N. V., Storms, G., Fias, W., Wiersema, J. R. & Van Hulle, M. M., 6 Feb 2014, In : PloS one. 9, 2, e87650.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
15 Citations (Scopus)
2 Downloads (Pure)
2013

Sampled sinusoidal stimulation profile and multichannel fuzzy logic classification for monitor-based phase-coded SSVEP brain-computer interfacing

Manyakov, N. V., Chumerin, N., Robben, A., Combaz, A., Van Vliet, M. & Van Hulle, M. M., 1 Jun 2013, In : JOURNAL OF NEURAL ENGINEERING. 10, 3, 036011.

Research output: Contribution to journalArticleScientificpeer-review

48 Citations (Scopus)

Steady-state visual evoked potential-based computer gaming on a consumer-grade EEG device

Chumerin, N., Manyakov, N. V., Van Vliet, M., Robben, A., Combaz, A. & Van Hulle, M. M., 1 Jul 2013, In : IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES. 5, 2, p. 100-110 11 p., 6334432.

Research output: Contribution to journalArticleScientificpeer-review

35 Citations (Scopus)
2012

Decoding SSVEP responses based on PARAFAC decomposition

Manyakov, N. V., Chumerin, N., Combaz, A., Robben, A., van Vliet, M. & Van Hulle, M. M., 13 Jun 2012, BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing. p. 443-447 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)

Designing a brain-computer interface controlled video-game using consumer grade EEG hardware

van Vliet, M., Robben, A., Chumerin, N., Manyakov, N. V., Combaz, A. & Van Hulle, M. M., 30 Jul 2012, 2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living, BRC 2012. 6222186

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
40 Citations (Scopus)
44 Downloads (Pure)

Feasibility of error-related potential detection as novelty detection problem in P300 mind spelling

Manyakov, N. V., Combaz, A., Chumerin, N., Robben, A., van Vliet, M. & Van Hulle, M. M., 21 May 2012, Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Proceedings. PART 2 ed. p. 293-301 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7268 LNAI, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

Steady state visual evoked potential based computer gaming - The maze

Chumerin, N., Manyakov, N. V., Combaz, A., Robben, A., van Vliet, M. & Van Hulle, M. M., 7 Nov 2012, Intelligent Technologies for Interactive Entertainment - 4th International ICST Conference, INTETAIN 2011, Revised Selected Papers. p. 28-37 10 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 78 LNICST).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

8 Citations (Scopus)
2011

Brain-computer interface research at Katholieke Universiteit Leuven

Manyakov, N. V., Chumerin, N., Combaz, A., Robben, A., van Vliet, M., De Mazière, P. A. & Van Hulle, M. M., 1 Dec 2011, Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction

Robben, A., Chumerin, N., Manyakov, N. V., Combaz, A., van Vliet, M. & Van Hulle, M. M., 5 Dec 2011, 2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011. 6064548

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

Decoding phase-based information from steady-state visual evoked potentials with use of complex-valued neural network

Manyakov, N. V., Chumerin, N., Combaz, A., Robben, A., van Vliet, M. & Van Hulle, M. M., 26 Sep 2011, Intelligent Data Engineering and Automated Learning, IDEAL 2011 - 12th International Conference, Proceedings. p. 135-143 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6936 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

6 Citations (Scopus)

Looking around with your brain in a virtual world

Bos, D. P. O., Duvinage, M., Oktay, O., Saa, J. D., Guruler, H., Istanbullu, A., van Vliet, M., Van De Laar, B., Poel, M., Roijendijk, L., Tonin, L., Bahramisharif, A. & Reuderink, B., 10 Aug 2011, IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CCMB 2011: 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain. p. 106-113 8 p. 5952110

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)
2009

Opinion Elicitation in Second Life

van Vliet, M., Neviarouskaya, A. & Prendinger, H., 1 Dec 2009, Intelligent Technologies for Interactive Entertainment - Third International Conference, INTETAIN 2009, Proceedings. p. 252-257 6 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 9 LNICST).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)