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1

Shared Neural Mechanisms of Visual Perception and Imagery

Dijkstra, Nadine, Bosch, Sander E., van Gerven, Marcel A.J.

Journal:

Trends in Cognitive Sciences

Year:

2019

Language:

english

File:

PDF, 2.37 MB

english, 2019

2

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Generating Post-Hoc Rationales of Deep Visual Classification Decisions

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 911 KB

english, 2018

3

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Learning Functional Causal Models with Generative Neural Networks

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 1.71 MB

english, 2018

4

Linear reconstruction of perceived images from human brain activity

Schoenmakers, Sanne, Barth, Markus, Heskes, Tom, van Gerven, Marcel

Journal:

Year:

2013

Language:

english

File:

PDF, 1.32 MB

english, 2013

5

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Psychology Meets Machine Learning: Interdisciplinary Perspectives on Algorithmic Job Candidate Screening

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 990 KB

english, 2018

6

Selecting features for BCI control based on a covert spatial attention paradigm

Marcel van Gerven, Ali Bahramisharif, Tom Heskes, Ole Jensen

Journal:

Neural Networks

Year:

2009

Language:

english

File:

PDF, 2.68 MB

english, 2009

7

Brain-computer interfacing using modulations of alpha activity induced by covert shifts of attention

Matthias S Treder, Ali Bahramisharif, Nico M Schmidt, Marcel AJ van Gerven, Benjamin Blankertz

Journal:

Journal of NeuroEngineering and Rehabilitation

Year:

2011

Language:

english

File:

PDF, 679 KB

english, 2011

8

Dynamic Bayesian networks as prognostic models for clinical patient management

Marcel A.J. van Gerven, Babs G. Taal, Peter J.F. Lucas

Journal:

Journal of Biomedical Informatics

Year:

2008

Language:

english

File:

PDF, 277 KB

english, 2008

9

The brain–computer interface cycle

Gerven, Marcel van, Farquhar, Jason, Schaefer, Rebecca, Vlek, Rutger, Geuze, Jeroen, Nijholt, Anton, Ramsey, Nick, Haselager, Pim, Vuurpijl, Louis, Gielen, Stan, Desain, Peter

Journal:

Journal of Neural Engineering

Year:

2009

Language:

english

File:

PDF, 437 KB

english, 2009

10

Bayesian Sparse Partial Least Squares

Vidaurre, Diego, van Gerven, Marcel A. J., Bielza, Concha, Larrañaga, Pedro, Heskes, Tom

Journal:

Neural Computation

Year:

2013

Language:

english

File:

PDF, 657 KB

english, 2013

11

Measuring directionality between neuronal oscillations of different frequencies

Jiang, Haiteng, Bahramisharif, Ali, van Gerven, Marcel A.J., Jensen, Ole

Journal:

Year:

2015

Language:

english

File:

PDF, 1.77 MB

english, 2015

12

Unsupervised Feature Learning Improves Prediction of Human Brain Activity in Response to Natural Images

Güçlü, Umut, van Gerven, Marcel A. J., Kriegeskorte, Nikolaus

Journal:

PLoS Computational Biology

Year:

2014

Language:

english

File:

PDF, 1.75 MB

english, 2014

13

[IEEE 2015 International Workshop on Pattern Recognition in NeuroImaging (PRNI) - Stanford, CA, USA (2015.6.10-2015.6.12)] 2015 International Workshop on Pattern Recognition in NeuroImaging - Hidden Markov Models for Reading Words from the Human Brain

Schoenmakers, Sanne, Heskes, Tom, Gerven, Marcel van

Year:

2015

Language:

english

File:

PDF, 167 KB

english, 2015

14

Identifying Object Categories from Event-Related EEG: Toward Decoding of Conceptual Representations

Simanova, Irina, van Gerven, Marcel, Oostenveld, Robert, Hagoort, Peter, de Beeck, Hans P. Op.

Journal:

Year:

2010

Language:

english

File:

PDF, 1.38 MB

english, 2010

15

Probabilistic Clustering of the Human Connectome Identifies Communities and Hubs

Hinne, Max, Ekman, Matthias, Janssen, Ronald J., Heskes, Tom, van Gerven, Marcel A. J., Gong, Gaolang

Journal:

Year:

2015

Language:

english

File:

PDF, 3.24 MB

english, 2015

16

Editorial: Artificial Neural Networks as Models of Neural Information Processing

van Gerven, Marcel, Bohte, Sander

Journal:

Frontiers in Computational Neuroscience

Year:

2017

Language:

english

File:

PDF, 158 KB

english, 2017

17

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Multimodal Personality Trait Analysis for Explainable Modeling of Job Interview Decisions

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 731 KB

english, 2018

18

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 285 KB

english, 2018

19

Eye movements explain decodability during perception and cued attention in MEG

Quax, Silvan C., Dijkstra, Nadine, van Staveren, Mariel J., Bosch, Sander E., van Gerven, Marcel A.J.

Journal:

Year:

2019

Language:

english

File:

PDF, 4.47 MB

english, 2019

20

Iconic and multi-stroke gesture recognition

Don Willems, Ralph Niels, Marcel van Gerven, Louis Vuurpijl

Journal:

Pattern Recognition

Year:

2009

Language:

english

File:

PDF, 497 KB

english, 2009

21

Attention modulations of posterior alpha as a control signal for two-dimensional brain–computer interfaces

Marcel van Gerven, Ole Jensen

Journal:

Journal of Neuroscience Methods

Year:

2009

Language:

english

File:

PDF, 782 KB

english, 2009

22

Covert attention allows for continuous control of brain–computer interfaces

Ali Bahramisharif, Marcel Van Gerven, Tom Heskes, Ole Jensen

Journal:

European Journal of Neuroscience

Year:

2010

Language:

english

File:

PDF, 901 KB

english, 2010

23

Predicting carcinoid heart disease with the noisy-threshold classifier

Marcel A.J. van Gerven, Rasa Jurgelenaite, Babs G. Taal, Tom Heskes, Peter J.F. Lucas

Journal:

Artificial Intelligence in Medicine

Year:

2007

Language:

english

File:

PDF, 425 KB

english, 2007

24

Selecting treatment strategies with dynamic limited-memory influence diagrams

Marcel A.J. van Gerven, Francisco J. Díez, Babs G. Taal, Peter J.F. Lucas

Journal:

Artificial Intelligence in Medicine

Year:

2007

Language:

english

File:

PDF, 621 KB

english, 2007

25

Lateralized responses during covert attention are modulated by target eccentricity

Ali Bahramisharif, Tom Heskes, Ole Jensen, Marcel A.J. van Gerven

Journal:

Neuroscience Letters

Year:

2011

Language:

english

File:

PDF, 535 KB

english, 2011

26

Interpreting single trial data using groupwise regularisation

Marcel van Gerven, Christian Hesse, Ole Jensen, Tom Heskes

Journal:

Year:

2009

Language:

english

File:

PDF, 1.34 MB

english, 2009

27

Efficient Bayesian multivariate fMRI analysis using a sparsifying spatio-temporal prior

Marcel A.J. van Gerven, Botond Cseke, Floris P. de Lange, Tom Heskes

Journal:

Year:

2010

Language:

english

File:

PDF, 990 KB

english, 2010

28

Dynamic decoding of ongoing perception

Marcel A.J. van Gerven, Peter Kok, Floris P. de Lange, Tom Heskes

Journal:

Year:

2011

Language:

english

File:

PDF, 1.26 MB

english, 2011

29

Bayesian inference of structural brain networks

Max Hinne, Tom Heskes, Christian F. Beckmann, Marcel A.J. van Gerven

Journal:

Year:

2013

Language:

english

File:

PDF, 1.40 MB

english, 2013

30

Decoding the memorization of individual stimuli with direct human brain recordings

van Gerven, Marcel A.J., Maris, Eric, Sperling, Michael, Sharan, Ashwini, Litt, Brian, Anderson, Christopher, Baltuch, Gordon, Jacobs, Joshua

Journal:

Year:

2013

Language:

english

File:

PDF, 1.16 MB

english, 2013

31

Structurally-informed Bayesian functional connectivity analysis

Hinne, Max, Ambrogioni, Luca, Janssen, Ronald J., Heskes, Tom, van Gerven, Marcel A.J.

Journal:

Year:

2014

Language:

english

File:

PDF, 1.56 MB

english, 2014

32

Online decoding of object-based attention using real-time fMRI

Niazi, Adnan M., van den Broek, Philip L. C., Klanke, Stefan, Barth, Markus, Poel, Mannes, Desain, Peter, van Gerven, Marcel A. J.

Journal:

European Journal of Neuroscience

Year:

2014

Language:

english

File:

PDF, 984 KB

english, 2014

33

[IEEE 2012 2nd International Workshop on Pattern Recognition in NeuroImaging (PRNI) - London, United Kingdom (2012.07.2-2012.07.4)] 2012 Second International Workshop on Pattern Recognition in NeuroImaging - A Linear Gaussian Framework for Decoding of Perceived Images

van Gerven, Marcel A.J., Heskes, Tom

Year:

2012

Language:

english

File:

PDF, 258 KB

english, 2012

34

[IEEE 2014 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Tubingen, Germany (2014.6.4-2014.6.6)] 2014 International Workshop on Pattern Recognition in Neuroimaging - Gaussian mixture models improve fMRI-based image reconstruction

Schoenmakers, Sanne, van Gerven, Marcel, Heskes, Tom

Year:

2014

Language:

english

File:

PDF, 996 KB

english, 2014

35

Efficient sampling of Gaussian graphical models using conditional Bayes factors

Hinne, Max, Lenkoski, Alex, Heskes, Tom, van Gerven, Marcel

Journal:

Year:

2014

Language:

english

File:

PDF, 305 KB

english, 2014

36

Predicting the Semantic Category of Internally Generated Words from Neuromagnetic Recordings

Simanova, Irina, van Gerven, Marcel A. J., Oostenveld, Robert, Hagoort, Peter

Journal:

Journal of Cognitive Neuroscience

Year:

2015

Language:

english

File:

PDF, 526 KB

english, 2015

37

On the decoding of intracranial data using sparse orthonormalized partial least squares

van Gerven, Marcel A J, Chao, Zenas C, Heskes, Tom

Journal:

Journal of Neural Engineering

Year:

2012

Language:

english

File:

PDF, 790 KB

english, 2012

38

Spreading Codes Enables the Blind Estimation of the Hemodynamic Response with Short-Events Sequences

Lopez-Gordo, M. A., Sánchez-Morillo, D., Van Gerven, Marcel A. J.

Journal:

International Journal of Neural Systems

Year:

2015

Language:

english

File:

PDF, 655 KB

english, 2015

39

Modality-specific Alpha Modulations Facilitate Long-term Memory Encoding in the Presence of Distracters

Jiang, Haiteng, van Gerven, Marcel A. J., Jensen, Ole

Journal:

Journal of Cognitive Neuroscience

Year:

2015

Language:

english

File:

PDF, 793 KB

english, 2015

40

Neural Decoding with Hierarchical Generative Models

van Gerven, Marcel A. J., de Lange, Floris P., Heskes, Tom

Journal:

Neural Computation

Year:

2010

Language:

english

File:

PDF, 631 KB

english, 2010

41

Increasingly complex representations of natural movies across the dorsal stream are shared between subjects

Güçlü, Umut, van Gerven, Marcel A.J.

Journal:

Year:

2015

Language:

english

File:

PDF, 1.28 MB

english, 2015

42

The spatiotemporal dynamics of binocular rivalry: evidence for increased top-down flow prior to a perceptual switch

Dijkstra, Nadine, van de Nieuwenhuijzen, Marieke E., van Gerven, Marcel A. J.

Journal:

Neuroscience of Consciousness

Year:

2016

Language:

english

File:

PDF, 1.29 MB

english, 2016

43

A primer on encoding models in sensory neuroscience

van Gerven, Marcel A.J.

Journal:

Journal of Mathematical Psychology

Year:

2016

Language:

english

File:

PDF, 1.39 MB

english, 2016

44

Resting-state subcortical functional connectivity in HIV-infected patients on long-term cART

Janssen, Marloes A. M., Hinne, Max, Janssen, Ronald J., van Gerven, Marcel A., Steens, Stefan C., Góraj, Bozena, Koopmans, Peter P., Kessels, Roy P. C.

Journal:

Brain Imaging and Behavior

Year:

2016

Language:

english

File:

PDF, 386 KB

english, 2016

45

McGurk illusion recalibrates subsequent auditory perception

Lüttke, Claudia S., Ekman, Matthias, van Gerven, Marcel A. J., de Lange, Floris P.

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 568 KB

english, 2016

46

Abnormal connectivity in the sensorimotor network predicts attention deficits in traumatic brain injury

Shumskaya, Elena, van Gerven, Marcel A. J., Norris, David G., Vos, Pieter E., Kessels, Roy P. C.

Journal:

Experimental Brain Research

Year:

2017

Language:

english

File:

PDF, 1.04 MB

english, 2017

47

Vividness of Visual Imagery Depends on the Neural Overlap with Perception in Visual Areas

Dijkstra, Nadine, Bosch, Sander E., van Gerven, Marcel A.J.

Journal:

Journal of Neuroscience

Year:

2017

Language:

english

File:

PDF, 2.76 MB

english, 2017

48

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun, Mexico (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - Predicting and visualizing psychological attributions with a deep neural network

Grant, Edward, Sahm, Stephan, Zabihi, Mariam, van Gerven, Marcel

Year:

2016

Language:

english

File:

PDF, 943 KB

english, 2016

49

Neural tuning to low-level features of speech throughout the perisylvian cortex

Berezutskaya, Julia, Freudenburg, Zachary V., Güçlü, Umut, van Gerven, Marcel A.J., Ramsey, Nick F.

Journal:

Journal of Neuroscience

Year:

2017

Language:

english

File:

PDF, 5.06 MB

english, 2017

50

Multimodal First Impression Analysis with Deep Residual Networks

Gucluturk, Yagmur, Guclu, Umut, Baro, Xavier, Escalante, Hugo Jair, Guyon, Isabelle, Escalera, Sergio, van Gerven, Marcel A. J., van Lier, Rob

Journal:

IEEE Transactions on Affective Computing

Year:

2017

Language:

english

File:

PDF, 37.65 MB

english, 2017