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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
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51 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
2024 Duecker K, Idiart M, van Gerven M, Jensen O. Oscillations in an artificial neural network convert competing inputs into a temporal code. Plos Computational Biology. 20: e1012429. PMID 39259769 DOI: 10.1371/journal.pcbi.1012429  0.454
2024 Dado T, Papale P, Lozano A, Le L, Wang F, van Gerven M, Roelfsema P, Güçlütürk Y, Güçlü U. Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain. Plos Computational Biology. 20: e1012058. PMID 38709818 DOI: 10.1371/journal.pcbi.1012058  0.792
2024 de Ruyter van Steveninck J, Nipshagen M, van Gerven M, Güçlü U, Güçlüturk Y, van Wezel R. Gaze-contingent processing improves mobility, scene recognition and visual search in simulated head-steered prosthetic vision. Journal of Neural Engineering. 21. PMID 38502957 DOI: 10.1088/1741-2552/ad357d  0.792
2024 van der Grinten M, de Ruyter van Steveninck J, Lozano A, Pijnacker L, Rueckauer B, Roelfsema P, van Gerven M, van Wezel R, Güçlü U, Güçlütürk Y. Towards biologically plausible phosphene simulation for the differentiable optimization of visual cortical prostheses. Elife. 13. PMID 38386406 DOI: 10.7554/eLife.85812  0.792
2023 Golan T, Taylor J, Schütt H, Peters B, Sommers RP, Seeliger K, Doerig A, Linton P, Konkle T, van Gerven M, Kording K, Richards B, Kietzmann TC, Lindsay GW, Kriegeskorte N. Deep neural networks are not a single hypothesis but a language for expressing computational hypotheses. The Behavioral and Brain Sciences. 46: e392. PMID 38054329 DOI: 10.1017/S0140525X23001553  0.77
2022 Le L, Ambrogioni L, Seeliger K, Güçlütürk Y, van Gerven M, Güçlü U. Brain2Pix: Fully convolutional naturalistic video frame reconstruction from brain activity. Frontiers in Neuroscience. 16: 940972. PMID 36452333 DOI: 10.3389/fnins.2022.940972  0.767
2022 de Ruyter van Steveninck J, Güçlü U, van Wezel R, van Gerven M. End-to-end optimization of prosthetic vision. Journal of Vision. 22: 20. PMID 35703408 DOI: 10.1167/jov.22.2.20  0.607
2022 de Ruyter van Steveninck J, van Gestel T, Koenders P, van der Ham G, Vereecken F, Güçlü U, van Gerven M, Güçlütürk Y, van Wezel R. Real-world indoor mobility with simulated prosthetic vision: The benefits and feasibility of contour-based scene simplification at different phosphene resolutions. Journal of Vision. 22: 1. PMID 35103758 DOI: 10.1167/jov.22.2.1  0.778
2022 Dado T, Güçlütürk Y, Ambrogioni L, Ras G, Bosch S, van Gerven M, Güçlü U. Hyperrealistic neural decoding for reconstructing faces from fMRI activations via the GAN latent space. Scientific Reports. 12: 141. PMID 34997012 DOI: 10.1038/s41598-021-03938-w  0.782
2018 Thielen J, van Lier R, van Gerven M. No evidence for confounding orientation-dependent fixational eye movements under baseline conditions. Scientific Reports. 8: 11644. PMID 30076355 DOI: 10.1038/s41598-018-30221-2  0.603
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  0.784
2018 Gucluturk Y, Guclu U, Baro X, Escalante HJ, Guyon I, Escalera S, van Gerven MA, van Lier R. Multimodal First Impression Analysis with Deep Residual Networks Ieee Transactions On Affective Computing. 9: 316-329. DOI: 10.1109/Taffc.2017.2751469  0.776
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  0.321
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  0.424
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  0.408
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  0.346
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  0.667
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  0.307
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  0.742
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  0.641
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  0.397
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  0.706
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  0.647
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  0.563
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  0.663
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  0.643
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  0.603
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  0.708
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  0.747
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  0.635
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  0.8
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  0.672
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  0.67
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  0.641
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  0.404
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  0.776
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  0.799
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  0.642
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  0.779
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  0.309
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  0.691
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  0.78
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  0.66
2010 van Gerven M, Heskes T. Sparse orthonormalized partial least squares Belgian/Netherlands Artificial Intelligence Conference.  0.616
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  0.67
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  0.779
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  0.487
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  0.708
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.  0.602
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.  0.744
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  0.623
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