Marcel A. J. van Gerven, Ph.D. - Publications

Affiliations: 
Radboud University Nijmegen, Nijmegen, Gelderland, Netherlands 
Website:
http://www.socsci.ru.nl/~marcelge/Site/Home.html

68 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Dijkstra N, Hinne M, Bosch SE, van Gerven MAJ. Between-subject variability in the influence of mental imagery on conscious perception. Scientific Reports. 9: 15658. PMID 31666592 DOI: 10.1038/s41598-019-52072-1  0.72
2018 Quax S, van Gerven M. Emergent mechanisms of evidence integration in recurrent neural networks. Plos One. 13: e0205676. PMID 30325970 DOI: 10.1371/journal.pone.0205676  0.44
2018 Seeliger K, Güçlü U, Ambrogioni L, Güçlütürk Y, van Gerven MAJ. Generative adversarial networks for reconstructing natural images from brain activity. Neuroimage. PMID 30031932 DOI: 10.1016/j.neuroimage.2018.07.043  0.64
2018 Güçlütürk Y, Güçlü U, van Gerven M, van Lier R. Representations of naturalistic stimulus complexity in early and associative visual and auditory cortices. Scientific Reports. 8: 3439. PMID 29467495 DOI: 10.1038/s41598-018-21636-y  0.44
2017 van Gerven M. Computational Foundations of Natural Intelligence. Frontiers in Computational Neuroscience. 11: 112. PMID 29375355 DOI: 10.3389/fncom.2017.00112  0.44
2017 Hirschmann J, Schoffelen JM, Schnitzler A, van Gerven MAJ. Parkinsonian rest tremor can be detected accurately based on neuronal oscillations recorded from the subthalamic nucleus. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 128: 2029-2036. PMID 28841506 DOI: 10.1016/j.clinph.2017.07.419  0.32
2017 Seeliger K, Fritsche M, Güçlü U, Schoenmakers S, Schoffelen JM, Bosch SE, van Gerven MAJ. Convolutional neural network-based encoding and decoding of visual object recognition in space and time. Neuroimage. PMID 28723578 DOI: 10.1016/j.neuroimage.2017.07.018  0.56
2017 Dijkstra N, Zeidman P, Ondobaka S, van Gerven MAJ, Friston K. Distinct Top-down and Bottom-up Brain Connectivity During Visual Perception and Imagery. Scientific Reports. 7: 5677. PMID 28720781 DOI: 10.1038/s41598-017-05888-8  0.32
2017 Benozzo D, Jylänki P, Olivetti E, Avesani P, van Gerven MAJ. Bayesian estimation of directed functional coupling from brain recordings. Plos One. 12: e0177359. PMID 28545066 DOI: 10.1371/journal.pone.0177359  0.32
2017 Hinne M, Meijers A, Bakker R, Tiesinga PH, Mørup M, van Gerven MA. Correction: The missing link: Predicting connectomes from noisy and partially observed tract tracing data. Plos Computational Biology. 13: e1005478. PMID 28399121 DOI: 10.1371/journal.pcbi.1005478  0.72
2017 Güçlü U, van Gerven MA. Modeling the Dynamics of Human Brain Activity with Recurrent Neural Networks. Frontiers in Computational Neuroscience. 11: 7. PMID 28232797 DOI: 10.3389/fncom.2017.00007  0.44
2017 Hinne M, Meijers A, Bakker R, Tiesinga PH, Mørup M, van Gerven MA. The missing link: Predicting connectomes from noisy and partially observed tract tracing data. Plos Computational Biology. 13: e1005374. PMID 28141820 DOI: 10.1371/journal.pcbi.1005374  0.72
2017 Dijkstra N, Bosch S, van Gerven MA. Vividness of Visual Imagery Depends on the Neural Overlap with Perception in Visual Areas. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28073940 DOI: 10.1523/JNEUROSCI.3022-16.2016  0.32
2016 Dijkstra N, van de Nieuwenhuijzen ME, van Gerven MAJ. The spatiotemporal dynamics of binocular rivalry: evidence for increased top-down flow prior to a perceptual switch. Neuroscience of Consciousness. 2016: niw003. PMID 30356912 DOI: 10.1093/nc/niw003  0.84
2016 van de Nieuwenhuijzen ME, van den Borne EW, Jensen O, van Gerven MA. Spatiotemporal Dynamics of Cortical Representations during and after Stimulus Presentation. Frontiers in Systems Neuroscience. 10: 42. PMID 27242453 DOI: 10.3389/fnsys.2016.00042  0.92
2016 van de Nieuwenhuijzen ME, Axmacher N, Fell J, Oehrn CR, Jensen O, van Gerven MA. Decoding of task-relevant and task-irrelevant intracranial EEG representations. Neuroimage. PMID 27153977 DOI: 10.1016/j.neuroimage.2016.05.008  0.92
2016 Jiang H, Popov T, Jylänki P, Bi K, Yao Z, Lu Q, Jensen O, van Gerven MA. Predictability of depression severity based on posterior alpha oscillations. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. PMID 26821982 DOI: 10.1016/j.clinph.2015.12.018  0.96
2015 Güçlü U, van Gerven MA. Increasingly complex representations of natural movies across the dorsal stream are shared between subjects. Neuroimage. PMID 26724778 DOI: 10.1016/j.neuroimage.2015.12.036  0.44
2015 Hinne M, Janssen RJ, Heskes T, van Gerven MA. Bayesian Estimation of Conditional Independence Graphs Improves Functional Connectivity Estimates. Plos Computational Biology. 11: e1004534. PMID 26540089 DOI: 10.1371/journal.pcbi.1004534  0.96
2015 Lüttke CS, Ekman M, van Gerven MA, de Lange FP. Preference for Audiovisual Speech Congruency in Superior Temporal Cortex. Journal of Cognitive Neuroscience. 1-7. PMID 26351991 DOI: 10.1162/jocn_a_00874  0.96
2015 Janssen RJ, Jylänki P, Kessels RP, van Gerven MA. Probabilistic model-based functional parcellation reveals a robust, fine-grained subdivision of the striatum. Neuroimage. 119: 398-405. PMID 26163800 DOI: 10.1016/j.neuroimage.2015.06.084  0.96
2015 Güçlü U, van Gerven MA. Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 10005-14. PMID 26157000 DOI: 10.1523/JNEUROSCI.5023-14.2015  0.44
2015 Jiang H, Bahramisharif A, van Gerven MA, Jensen O. Measuring directionality between neuronal oscillations of different frequencies. Neuroimage. 118: 359-367. PMID 26025291 DOI: 10.1016/j.neuroimage.2015.05.044  0.96
2015 Hinne M, Ekman M, Janssen RJ, Heskes T, van Gerven MA. Probabilistic clustering of the human connectome identifies communities and hubs. Plos One. 10: e0117179. PMID 25635390 DOI: 10.1371/journal.pone.0117179  0.96
2015 Jiang H, van Gerven MA, Jensen O. Modality-specific alpha modulations facilitate long-term memory encoding in the presence of distracters. Journal of Cognitive Neuroscience. 27: 583-92. PMID 25244116 DOI: 10.1162/jocn_a_00726  0.92
2015 Simanova I, van Gerven MA, Oostenveld R, Hagoort P. Predicting the semantic category of internally generated words from neuromagnetic recordings. Journal of Cognitive Neuroscience. 27: 35-45. PMID 25061927 DOI: 10.1162/jocn_a_00690  0.96
2014 Schoenmakers S, Güçlü U, van Gerven M, Heskes T. Gaussian mixture models and semantic gating improve reconstructions from human brain activity. Frontiers in Computational Neuroscience. 8: 173. PMID 25688202 DOI: 10.3389/fncom.2014.00173  0.96
2014 Janssen RJ, Hinne M, Heskes T, van Gerven MA. Quantifying uncertainty in brain network measures using Bayesian connectomics. Frontiers in Computational Neuroscience. 8: 126. PMID 25339896 DOI: 10.3389/fncom.2014.00126  0.96
2014 Niazi AM, van den Broek PL, Klanke S, Barth M, Poel M, Desain P, van Gerven MA. Online decoding of object-based attention using real-time fMRI. The European Journal of Neuroscience. 39: 319-29. PMID 24438492 DOI: 10.1111/ejn.12405  0.96
2014 Hinne M, Ambrogioni L, Janssen RJ, Heskes T, van Gerven MA. Structurally-informed Bayesian functional connectivity analysis. Neuroimage. 86: 294-305. PMID 24121202 DOI: 10.1016/j.neuroimage.2013.09.075  0.96
2014 Simanova I, Hagoort P, Oostenveld R, van Gerven MA. Modality-independent decoding of semantic information from the human brain. Cerebral Cortex (New York, N.Y. : 1991). 24: 426-34. PMID 23064107 DOI: 10.1093/cercor/bhs324  0.96
2014 Schoenmakers S, Van Gerven M, Heskes T. Gaussian mixture models improve fMRI-based image reconstruction Proceedings - 2014 International Workshop On Pattern Recognition in Neuroimaging, Prni 2014. DOI: 10.1109/PRNI.2014.6858542  0.96
2014 Hinne M, Lenkoski A, Heskes T, van Gerven M. Efficient sampling of Gaussian graphical models using conditional Bayes factors Stat. 3: 326-336. DOI: 10.1002/sta4.66  0.96
2013 Roijendijk L, Farquhar J, van Gerven M, Jensen O, Gielen S. Exploring the impact of target eccentricity and task difficulty on covert visual spatial attention and its implications for brain computer interfacing. Plos One. 8: e80489. PMID 24312477 DOI: 10.1371/journal.pone.0080489  0.96
2013 Bahramisharif A, van Gerven MA, Aarnoutse EJ, Mercier MR, Schwartz TH, Foxe JJ, Ramsey NF, Jensen O. Propagating neocortical gamma bursts are coordinated by traveling alpha waves. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 18849-54. PMID 24285891 DOI: 10.1523/JNEUROSCI.2455-13.2013  0.96
2013 Kok P, Brouwer GJ, van Gerven MA, de Lange FP. Prior expectations bias sensory representations in visual cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 16275-84. PMID 24107959 DOI: 10.1523/JNEUROSCI.0742-13.2013  0.96
2013 Vidaurre D, van Gerven MA, Bielza C, Larrañaga P, Heskes T. Bayesian sparse partial least squares. Neural Computation. 25: 3318-39. PMID 24047319 DOI: 10.1162/NECO_a_00524  0.96
2013 van de Nieuwenhuijzen ME, Backus AR, Bahramisharif A, Doeller CF, Jensen O, van Gerven MA. MEG-based decoding of the spatiotemporal dynamics of visual category perception. Neuroimage. 83: 1063-73. PMID 23927900 DOI: 10.1016/j.neuroimage.2013.07.075  0.96
2013 Schoenmakers S, Barth M, Heskes T, van Gerven M. Linear reconstruction of perceived images from human brain activity. Neuroimage. 83: 951-61. PMID 23886984 DOI: 10.1016/j.neuroimage.2013.07.043  0.96
2013 Brouwer AM, Reuderink B, Vincent J, van Gerven MA, van Erp JB. Distinguishing between target and nontarget fixations in a visual search task using fixation-related potentials. Journal of Vision. 13: 17. PMID 23863335 DOI: 10.1167/13.3.17  0.96
2013 Geuze J, van Gerven MA, Farquhar J, Desain P. Detecting semantic priming at the single-trial level. Plos One. 8: e60377. PMID 23565237 DOI: 10.1371/journal.pone.0060377  0.96
2013 van Gerven MA, Maris E, Sperling M, Sharan A, Litt B, Anderson C, Baltuch G, Jacobs J. Decoding the memorization of individual stimuli with direct human brain recordings. Neuroimage. 70: 223-32. PMID 23298746 DOI: 10.1016/j.neuroimage.2012.12.059  0.96
2013 Hinne M, Heskes T, Beckmann CF, van Gerven MA. Bayesian inference of structural brain networks. Neuroimage. 66: 543-52. PMID 23041334 DOI: 10.1016/j.neuroimage.2012.09.068  0.96
2012 van Gerven MA, Chao ZC, Heskes T. On the decoding of intracranial data using sparse orthonormalized partial least squares. Journal of Neural Engineering. 9: 026017. PMID 22414639 DOI: 10.1088/1741-2560/9/2/026017  0.96
2011 Llera A, van Gerven MA, Gómez V, Jensen O, Kappen HJ. On the use of interaction error potentials for adaptive brain computer interfaces. Neural Networks : the Official Journal of the International Neural Network Society. 24: 1120-7. PMID 21696919 DOI: 10.1016/j.neunet.2011.05.006  0.96
2011 Jensen O, Bahramisharif A, Oostenveld R, Klanke S, Hadjipapas A, Okazaki YO, van Gerven MA. Using brain-computer interfaces and brain-state dependent stimulation as tools in cognitive neuroscience. Frontiers in Psychology. 2: 100. PMID 21687463 DOI: 10.3389/fpsyg.2011.00100  0.96
2011 Treder MS, Bahramisharif A, Schmidt NM, van Gerven MA, Blankertz B. Brain-computer interfacing using modulations of alpha activity induced by covert shifts of attention. Journal of Neuroengineering and Rehabilitation. 8: 24. PMID 21672270 DOI: 10.1186/1743-0003-8-24  0.96
2011 van Gerven MA, Kok P, de Lange FP, Heskes T. Dynamic decoding of ongoing perception. Neuroimage. 57: 950-7. PMID 21609771 DOI: 10.1016/j.neuroimage.2011.05.020  0.96
2011 Bahramisharif A, Heskes T, Jensen O, van Gerven MA. Lateralized responses during covert attention are modulated by target eccentricity. Neuroscience Letters. 491: 35-9. PMID 21215296 DOI: 10.1016/j.neulet.2011.01.003  0.96
2010 Simanova I, van Gerven M, Oostenveld R, Hagoort P. Identifying object categories from event-related EEG: toward decoding of conceptual representations. Plos One. 5: e14465. PMID 21209937 DOI: 10.1371/journal.pone.0014465  0.96
2010 van Gerven MA, de Lange FP, Heskes T. Neural decoding with hierarchical generative models. Neural Computation. 22: 3127-42. PMID 20858128 DOI: 10.1162/NECO_a_00047  0.96
2010 Bahramisharif A, van Gerven M, Heskes T, Jensen O. Covert attention allows for continuous control of brain-computer interfaces. The European Journal of Neuroscience. 31: 1501-8. PMID 20525062 DOI: 10.1111/j.1460-9568.2010.07174.x  0.96
2010 van Gerven MA, Cseke B, de Lange FP, Heskes T. Efficient Bayesian multivariate fMRI analysis using a sparsifying spatio-temporal prior. Neuroimage. 50: 150-61. PMID 19958837 DOI: 10.1016/j.neuroimage.2009.11.064  0.96
2010 Vuurpijl L, Willems D, Niels R, Van Gerven M. Design issues for pen-centric interactive maps Studies in Computational Intelligence. 281: 273-297. DOI: 10.1007/978-3-642-11688-9_10  0.96
2010 van Gerven M, Heskes T. Sparse orthonormalized partial least squares Belgian/Netherlands Artificial Intelligence Conference 0.96
2009 van Gerven M, Farquhar J, Schaefer R, Vlek R, Geuze J, Nijholt A, Ramsey N, Haselager P, Vuurpijl L, Gielen S, Desain P. The brain-computer interface cycle. Journal of Neural Engineering. 6: 041001. PMID 19622847 DOI: 10.1088/1741-2560/6/4/041001  0.68
2009 van Gerven M, Bahramisharif A, Heskes T, Jensen O. Selecting features for BCI control based on a covert spatial attention paradigm. Neural Networks : the Official Journal of the International Neural Network Society. 22: 1271-7. PMID 19577900 DOI: 10.1016/j.neunet.2009.06.004  0.96
2009 van Gerven M, Jensen O. Attention modulations of posterior alpha as a control signal for two-dimensional brain-computer interfaces. Journal of Neuroscience Methods. 179: 78-84. PMID 19428515 DOI: 10.1016/j.jneumeth.2009.01.016  0.96
2009 van Gerven M, Hesse C, Jensen O, Heskes T. Interpreting single trial data using groupwise regularisation. Neuroimage. 46: 665-76. PMID 19285139 DOI: 10.1016/j.neuroimage.2009.02.041  0.96
2009 Willems D, Niels R, van Gerven M, Vuurpijl L. Iconic and multi-stroke gesture recognition Pattern Recognition. 42: 3303-3312. DOI: 10.1016/j.patcog.2009.01.030  0.96
2009 Bahramisharif A, van Gerven M, Heskes T. Exploring the impact of alternative feature representations on BCI classification Esann 2009 Proceedings, 17th European Symposium On Artificial Neural Networks - Advances in Computational Intelligence and Learning. 455-460.  0.96
2009 Van Gerven M, Cseke B, Oostenveld R, Heskes T. Bayesian source localization with the multivariate laplace prior Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1901-1909.  0.96
2008 van Gerven MA, Taal BG, Lucas PJ. Dynamic Bayesian networks as prognostic models for clinical patient management. Journal of Biomedical Informatics. 41: 515-29. PMID 18337188 DOI: 10.1016/j.jbi.2008.01.006  0.52
2007 van Gerven MA, Díez FJ, Taal BG, Lucas PJ. Selecting treatment strategies with dynamic limited-memory influence diagrams. Artificial Intelligence in Medicine. 40: 171-86. PMID 17588729 DOI: 10.1016/j.artmed.2007.04.004  0.52
2007 van Gerven MA, Jurgelenaite R, Taal BG, Heskes T, Lucas PJ. Predicting carcinoid heart disease with the noisy-threshold classifier. Artificial Intelligence in Medicine. 40: 45-55. PMID 17098402 DOI: 10.1016/j.artmed.2006.09.003  0.96
2007 van Gerven M, Lucas PJF. The role of background knowledge in Bayesian classification Studies in Fuzziness and Soft Computing. 213: 377-396. DOI: 10.1007/978-3-540-68996-6_18  0.96
2005 Van Gerven M, Lucas P, Van Der Weide T. A qualitative characterisation of causal independence models using Boolean polynomials Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3571: 244-256.  0.96
2004 Van Gerven M, Lucas P. Employing maximum mutual information for Bayesian classification Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3337: 188-199.  0.96
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