Cyriel M. A. Pennartz

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 7

Top Topics

Granger Causality

Unsupervised Learning

Biologically Inspired

Top Venues

Frontiers Comput. Neurosci.

Publications

Robin Weiler, Matthias Brucklacher, Cyriel M. A. Pennartz, Sander M. Bohté
Masked Image Modeling as a Framework for Self-Supervised Learning across Eye Movements. CoRR (2024)
Matthias Brucklacher, Sander M. Bohté, Jorge F. Mejías, Cyriel M. A. Pennartz
Local minimization of prediction errors drives learning of invariant object representations in a generative network model of visual perception. Frontiers Comput. Neurosci. 17 (2023)
Shirin Dora, Sander M. Bohté, Cyriel M. A. Pennartz
Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy. Frontiers Comput. Neurosci. 15 (2021)
Martin J. Pearson, Shirin Dora, Oliver Struckmeier, Thomas C. Knowles, Ben Mitchinson, Kshitij Tiwari, Ville Kyrki, Sander M. Bohté, Cyriel M. A. Pennartz
Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding. Frontiers Robotics AI 8 (2021)
Oliver Struckmeier, Kshitij Tiwari, Shirin Dora, Martin J. Pearson, Sander M. Bohté, Cyriel M. A. Pennartz, Ville Kyrki
MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. CoRR (2019)
Shirin Dora, Cyriel M. A. Pennartz, Sander M. Bohté
A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs. ICANN (3) (2018)
Ivilin Stoianov, Cyriel M. A. Pennartz, Carien Lansink, Giovanni Pezzulo
Model-based spatial navigation in the hippocampus-ventral striatum circuit: A computational analysis. PLoS Comput. Biol. 14 (9) (2018)
Martin A. Vinck, Lisanne Huurdeman, Conrado A. Bosman, Pascal Fries, Francesco P. Battaglia, Cyriel M. A. Pennartz, Paul H. E. Tiesinga
How to detect the Granger-causal flow direction in the presence of additive noise? NeuroImage 108 (2015)
Jorrit Steven Montijn, Martin A. Vinck, Cyriel M. A. Pennartz
Population coding in mouse visual cortex: response reliability and dissociability of stimulus tuning and noise correlation. Frontiers Comput. Neurosci. 8 (2014)
Srinjoy Mitra, Jan Putzeys, Francesco Battaglia, Carolina Mora Lopez, Marleen Welkenhuysen, Cyriel M. A. Pennartz, Chris Van Hoof, Refet Firat Yazicioglu
24-channel dual-band wireless neural recorder with activity-dependent power consumption. ISSCC (2013)
Martin A. Vinck, Francesco Paolo Battaglia, Thilo Womelsdorf, Cyriel M. A. Pennartz
Improved measures of phase-coupling between spikes and the Local Field Potential. J. Comput. Neurosci. 33 (1) (2012)
Martin A. Vinck, Francesco P. Battaglia, Vladimir B. Balakirsky, A. J. Han Vinck, Cyriel M. A. Pennartz
Estimation of the entropy on the basis of its polynomial representation. ISIT (2012)
Francesco P. Battaglia, Cyriel M. A. Pennartz
The Construction of Semantic Memory: Grammar-Based Representations Learned from Relational Episodic Information. Frontiers Comput. Neurosci. 5 (2011)
Martin A. Vinck, Robert Oostenveld, Marijn van Wingerden, Franscesco Battaglia, Cyriel M. A. Pennartz
An improved index of phase-synchronization for electrophysiological data in the presence of volume-conduction, noise and sample-size bias. NeuroImage 55 (4) (2011)
Martí Sánchez-Fibla, Ulysses Bernardet, Erez Wasserman, Tatiana Pelc, Matti Mintz, Jadin C. Jackson, Carien Lansink, Cyriel M. A. Pennartz, Paul F. M. J. Verschure
Allostatic Control for Robot Behavior Regulation: a Comparative Rodent-Robot Study. Adv. Complex Syst. 13 (3) (2010)
Sander M. Daselaar, Yuval Porat, Willem Huijbers, Cyriel M. A. Pennartz
Modality-specific and modality-independent components of the human imagery system. NeuroImage 52 (2) (2010)
Martin A. Vinck, Marijn van Wingerden, Thilo Womelsdorf, Pascal Fries, Cyriel M. A. Pennartz
The pairwise phase consistency: A bias-free measure of rhythmic neuronal synchronization. NeuroImage 51 (1) (2010)