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Livres
Articles (81)
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Shared Neural Mechanisms of Visual Perception and Imagery

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

Journal:

Trends in Cognitive Sciences

Année:

2019

Langue:

english

Fichier:

PDF, 2.37 MB

english, 2019

[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

Année:

2018

Langue:

english

Fichier:

PDF, 911 KB

english, 2018

[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

Année:

2018

Langue:

english

Fichier:

PDF, 1.71 MB

english, 2018

Linear reconstruction of perceived images from human brain activity

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

Journal:

NeuroImage

Année:

2013

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2013

[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

Année:

2018

Langue:

english

Fichier:

PDF, 990 KB

english, 2018

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

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

Journal:

Neural Networks

Année:

2009

Langue:

english

Fichier:

PDF, 2.68 MB

english, 2009

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

Année:

2011

Langue:

english

Fichier:

PDF, 679 KB

english, 2011

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

Année:

2008

Langue:

english

Fichier:

PDF, 277 KB

english, 2008

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

Année:

2009

Langue:

english

Fichier:

PDF, 437 KB

english, 2009

Bayesian Sparse Partial Least Squares

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

Journal:

Neural Computation

Année:

2013

Langue:

english

Fichier:

PDF, 657 KB

english, 2013

Measuring directionality between neuronal oscillations of different frequencies

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

Journal:

NeuroImage

Année:

2015

Langue:

english

Fichier:

PDF, 1.77 MB

english, 2015

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

Année:

2014

Langue:

english

Fichier:

PDF, 1.75 MB

english, 2014

[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

Année:

2015

Langue:

english

Fichier:

PDF, 167 KB

english, 2015

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:

PLoS ONE

Année:

2010

Langue:

english

Fichier:

PDF, 1.38 MB

english, 2010

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:

PLoS ONE

Année:

2015

Langue:

english

Fichier:

PDF, 3.24 MB

english, 2015

Editorial: Artificial Neural Networks as Models of Neural Information Processing

van Gerven, Marcel, Bohte, Sander

Journal:

Frontiers in Computational Neuroscience

Année:

2017

Langue:

english

Fichier:

PDF, 158 KB

english, 2017

[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

Année:

2018

Langue:

english

Fichier:

PDF, 731 KB

english, 2018

[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

Année:

2018

Langue:

english

Fichier:

PDF, 285 KB

english, 2018

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:

NeuroImage

Année:

2019

Langue:

english

Fichier:

PDF, 4.47 MB

english, 2019

Iconic and multi-stroke gesture recognition

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

Journal:

Pattern Recognition

Année:

2009

Langue:

english

Fichier:

PDF, 497 KB

english, 2009

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

Année:

2009

Langue:

english

Fichier:

PDF, 782 KB

english, 2009

Covert attention allows for continuous control of brain–computer interfaces

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

Journal:

European Journal of Neuroscience

Année:

2010

Langue:

english

Fichier:

PDF, 901 KB

english, 2010

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

Année:

2007

Langue:

english

Fichier:

PDF, 425 KB

english, 2007

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

Année:

2007

Langue:

english

Fichier:

PDF, 621 KB

english, 2007

Lateralized responses during covert attention are modulated by target eccentricity

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

Journal:

Neuroscience Letters

Année:

2011

Langue:

english

Fichier:

PDF, 535 KB

english, 2011

Interpreting single trial data using groupwise regularisation

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

Journal:

NeuroImage

Année:

2009

Langue:

english

Fichier:

PDF, 1.34 MB

english, 2009

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:

NeuroImage

Année:

2010

Langue:

english

Fichier:

PDF, 990 KB

english, 2010

Dynamic decoding of ongoing perception

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

Journal:

NeuroImage

Année:

2011

Langue:

english

Fichier:

PDF, 1.26 MB

english, 2011

Bayesian inference of structural brain networks

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

Journal:

NeuroImage

Année:

2013

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2013

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:

NeuroImage

Année:

2013

Langue:

english

Fichier:

PDF, 1.16 MB

english, 2013

Structurally-informed Bayesian functional connectivity analysis

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

Journal:

NeuroImage

Année:

2014

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2014

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

Année:

2014

Langue:

english

Fichier:

PDF, 984 KB

english, 2014

[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

Année:

2012

Langue:

english

Fichier:

PDF, 258 KB

english, 2012

[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

Année:

2014

Langue:

english

Fichier:

PDF, 996 KB

english, 2014

Efficient sampling of Gaussian graphical models using conditional Bayes factors

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

Journal:

Stat

Année:

2014

Langue:

english

Fichier:

PDF, 305 KB

english, 2014

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

Année:

2015

Langue:

english

Fichier:

PDF, 526 KB

english, 2015

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

Année:

2012

Langue:

english

Fichier:

PDF, 790 KB

english, 2012

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

Année:

2015

Langue:

english

Fichier:

PDF, 655 KB

english, 2015

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

Année:

2015

Langue:

english

Fichier:

PDF, 793 KB

english, 2015

Neural Decoding with Hierarchical Generative Models

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

Journal:

Neural Computation

Année:

2010

Langue:

english

Fichier:

PDF, 631 KB

english, 2010

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

Güçlü, Umut, van Gerven, Marcel A.J.

Journal:

NeuroImage

Année:

2015

Langue:

english

Fichier:

PDF, 1.28 MB

english, 2015

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

Année:

2016

Langue:

english

Fichier:

PDF, 1.29 MB

english, 2016

A primer on encoding models in sensory neuroscience

van Gerven, Marcel A.J.

Journal:

Journal of Mathematical Psychology

Année:

2016

Langue:

english

Fichier:

PDF, 1.39 MB

english, 2016

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

Année:

2016

Langue:

english

Fichier:

PDF, 386 KB

english, 2016

McGurk illusion recalibrates subsequent auditory perception

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

Journal:

Scientific Reports

Année:

2016

Langue:

english

Fichier:

PDF, 568 KB

english, 2016

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

Année:

2017

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2017

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

Année:

2017

Langue:

english

Fichier:

PDF, 2.76 MB

english, 2017

[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

Année:

2016

Langue:

english

Fichier:

PDF, 943 KB

english, 2016

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

Année:

2017

Langue:

english

Fichier:

PDF, 5.06 MB

english, 2017

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

Année:

2017

Langue:

english

Fichier:

PDF, 37.65 MB

english, 2017