Claus C. Hilgetag

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 18

Top Topics

Cerebral Cortex

Cortical Regions

Biologically Motivated

Top Venues

PLoS Comput. Biol.

Frontiers Neuroinformatics

Publications

Jasmine A. Moore, Matthias Wilms, Alejandro Gutierrez, Zahinoor Ismail, Kayson Fakhar, Fatemeh Hadaeghi, Claus C. Hilgetag, Nils D. Forkert
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system. Frontiers Comput. Neurosci. 17 (2023)
Arnaud Messé, Karl J. Hollensteiner, Céline Delettre, Leigh-Anne Dell-Brown, Florian Pieper, Lena J. Nentwig, Edgar E. Galindo-Leon, Benoît Larrat, Sébastien Mériaux, Jean-François Mangin, Isabel Reillo, Camino de Juan Romero, Victor Borrell, Gerhard Engler, Roberto Toro, Andreas K. Engel, Claus C. Hilgetag
Structural basis of envelope and phase intrinsic coupling modes in the cerebral cortex. NeuroImage 276 (2023)
Michael Schirner, Lia Domide, Dionysios Perdikis, Paul Triebkorn, Leon Stefanovski, Roopa Pai, Paula Prodan, Bogdan Valean, Jessica Palmer, Chloê Langford, André Blickensdörfer, Michiel van der Vlag, Sandra Diaz-Pier, Alexander Peyser, Wouter Klijn, Dirk Pleiter, Anne Nahm, Oliver Schmid, Marmaduke Woodman, Lyuba Zehl, Jan Fousek, Spase Petkoski, Lionel Kusch, Meysam Hashemi, Daniele Marinazzo, Jean-François Mangin, Agnes Flöel, Simisola Akintoye, Bernd Carsten Stahl, Michael Cepic, Emily Johnson, Gustavo Deco, Anthony R. McIntosh, Claus C. Hilgetag, Marc Morgan, Bernd Schuller, Alex Upton, Colin McMurtrie, Timo Dickscheid, Jan G. Bjaalie, Katrin Amunts, Jochen Mersmann, Viktor K. Jirsa, Petra Ritter
Brain simulation as a cloud service: The Virtual Brain on EBRAINS. NeuroImage 251 (2022)
Fabrizio Damicelli, Claus C. Hilgetag, Alexandros Goulas
Brain connectivity meets reservoir computing. PLoS Comput. Biol. 18 (11) (2022)
Kayson Fakhar, Claus C. Hilgetag
Systematic perturbation of an artificial neural network: A step towards quantifying causal contributions in the brain. PLoS Comput. Biol. 18 (6) (2022)
Kayson Fakhar, Fatemeh Hadaeghi, Claus C. Hilgetag
Causal Influences Decouple From Their Underlying Network Structure In Echo State Networks. IJCNN (2022)
Kayson Fakhar, Fatemeh Hadaeghi, Claus C. Hilgetag
Causal Influences Decouple From Their Underlying Network Structure In Echo State Networks. CoRR (2022)
Oliver Schmitt, Christian Nitzsche, Peter Eipert, Vishnu Prathapan, Marc-Thorsten Hütt, Claus C. Hilgetag
Reaction-diffusion models in weighted and directed connectomes. PLoS Comput. Biol. 18 (10) (2022)
Dong Li, Guangyu Wang, René Werner, Hong Xie, Ji-Song Guan, Claus C. Hilgetag
Single Image-Based Vignetting Correction for Improving the Consistency of Neural Activity Analysis in 2-Photon Functional Microscopy. Frontiers Neuroinformatics 15 (2021)
Michael Schirner, Lia Domide, Dionysios Perdikis, Paul Triebkorn, Leon Stefanovski, Roopa Pai, Paula Popa, Bogdan Valean, Jessica Palmer, Chloê Langford, André Blickensdörfer, Michiel van der Vlag, Sandra Diaz-Pier, Alexander Peyser, Wouter Klijn, Dirk Pleiter, Anne Nahm, Oliver Schmid, Michael Marmaduke Woodman, Lyuba Zehl, Jan Fousek, Spase Petkoski, Lionel Kusch, Meysam Hashemi, Daniele Marinazzo, Jean-François Mangin, Agnes Flöel, Simisola Akintoye, Bernd Carsten Stahl, Michael Cepic, Emily Johnson, Anthony R. McIntosh, Claus C. Hilgetag, Marc Morgan, Bernd Schuller, Alex Upton, Colin McMurtrie, Timo Dickscheid, Jan G. Bjaalie, Katrin Amunts, Jochen Mersmann, Viktor K. Jirsa, Petra Ritter
Brain Modelling as a Service: The Virtual Brain on EBRAINS. CoRR (2021)
Alexandros Goulas, Fabrizio Damicelli, Claus C. Hilgetag
Bio-instantiated recurrent neural networks: Integrating neurobiology-based network topology in artificial networks. Neural Networks 142 (2021)
Sarah F. Beul, Claus C. Hilgetag
Systematic modelling of the development of laminar projection origins in the cerebral cortex: Interactions of spatio-temporal patterns of neurogenesis and cellular heterogeneity. PLoS Comput. Biol. 16 (10) (2020)
Sarah F. Beul, Claus C. Hilgetag
Neuron density fundamentally relates to architecture and connectivity of the primate cerebral cortex. NeuroImage 189 (2019)
Sarah F. Beul, Alexandros Goulas, Claus C. Hilgetag
Comprehensive computational modelling of the development of mammalian cortical connectivity underlying an architectonic type principle. PLoS Comput. Biol. 14 (11) (2018)
Arnaud Messé, Marc-Thorsten Hütt, Claus C. Hilgetag
Toward a theory of coactivation patterns in excitable neural networks. PLoS Comput. Biol. 14 (4) (2018)
Dmitrii I. Sukhinin, Andreas K. Engel, Paul Manger, Claus C. Hilgetag
Building the Ferretome. Frontiers Neuroinformatics 10 (2016)
Holger Finger, Marlene Bönstrup, Bastian Cheng, Arnaud Messé, Claus C. Hilgetag, Götz Thomalla, Christian Gerloff, Peter König
Modeling of Large-Scale Functional Brain Networks Based on Structural Connectivity from DTI: Comparison with EEG Derived Phase Coupling Networks and Evaluation of Alternative Methods along the Modeling Path. PLoS Comput. Biol. 12 (8) (2016)
Claus C. Hilgetag, Maria Medalla, Sarah F. Beul, Helen Barbas
The primate connectome in context: Principles of connections of the cortical visual system. NeuroImage 134 (2016)
Yuhan Chen, Shengjun Wang, Claus C. Hilgetag, Changsong Zhou
Trade-off between Multiple Constraints Enables Simultaneous Formation of Modules and Hubs in Neural Systems. PLoS Comput. Biol. 9 (3) (2013)
Guadalupe García, Annick Lesne, Marc-Thorsten Hütt, Claus C. Hilgetag
Building Blocks of Self-Sustained Activity in a Simple Deterministic Model of Excitable Neural Networks. Frontiers Comput. Neurosci. 6 (2012)
Trygve B. Leergaard, Claus C. Hilgetag, Olaf Sporns
Mapping the Connectome: Multi-Level Analysis of Brain Connectivity. Frontiers Neuroinformatics 6 (2012)
Shengjun Wang, Claus C. Hilgetag, Changsong Zhou
Sustained Activity in Hierarchical Modular Neural Networks: Self-Organized Criticality and Oscillations. Frontiers Comput. Neurosci. 5 (2011)
Klaas Enno Stephan, Anthony Randal McIntosh, Claus C. Hilgetag
In Memoriam: Rolf Kötter (1961-2010). PLoS Comput. Biol. 6 (10) (2010)
Marcus Kaiser, Claus C. Hilgetag
Optimal hierarchical modular topologies for producing limited sustained activation of neural networks. Frontiers Neuroinformatics 4 (2010)
Claus C. Hilgetag, Simon Grant II
Cytoarchitectural differences are a key determinant of laminar projection origins in the visual cortex. NeuroImage 51 (3) (2010)
Marcus Kaiser, Claus C. Hilgetag, Rolf Kötter
Hierarchy and Dynamics of Neural Networks. Frontiers Neuroinformatics 4 (2010)
Jason W. Bohland, Caizhi Wu, Helen Barbas, Hemant Bokil, Mihail Bota, Hans C. Breiter, Hollis T. Cline, John C. Doyle, Peter J. Freed, Ralph J. Greenspan, Suzanne N. Haber, Michael Hawrylycz, Daniel G. Herrera, Claus C. Hilgetag, Z. Josh Huang, Allan Jones, Edward G. Jones, Harvey J. Karten, David Kleinfeld, Rolf Kötter, Henry A. Lester, John M. Lin, Brett D. Mensh, Shawn Mikula, Jaak Panksepp, Joseph L. Price, Joseph Safdieh, Clifford B. Saper, Nicholas D. Schiff, Jeremy D. Schmahmann, Bruce W. Stillman, Karel Svoboda, Larry W. Swanson, Arthur W. Toga, David C. Van Essen, James D. Watson, Partha P. Mitra
A Proposal for a Coordinated Effort for the Determination of Brainwide Neuroanatomical Connectivity in Model Organisms at a Mesoscopic Scale. PLoS Comput. Biol. 5 (3) (2009)
Mark Müller-Linow, Claus C. Hilgetag, Marc-Thorsten Hütt
Organization of Excitable Dynamics in Hierarchical Biological Networks. PLoS Comput. Biol. 4 (9) (2008)
Marcus Kaiser, Claus C. Hilgetag
Development of multi-cluster cortical networks by time windows for spatial growth. Neurocomputing 70 (10-12) (2007)
Luciano da F. Costa, Marcus Kaiser, Claus C. Hilgetag
Predicting the connectivity of primate cortical networks from topological and spatial node properties. BMC Syst. Biol. 1 (2007)
H. T. Ghashghaei, Claus C. Hilgetag, Helen Barbas
Sequence of information processing for emotions based on the anatomic dialogue between prefrontal cortex and amygdala. NeuroImage 34 (3) (2007)
Alon Keinan, Ben Sandbank, Claus C. Hilgetag, Isaac Meilijson, Eytan Ruppin
Axiomatic Scalable Neurocontroller Analysis via the Shapley Value. Artif. Life 12 (3) (2006)
Claus C. Hilgetag, Helen Barbas
Role of Mechanical Factors in the Morphology of the Primate Cerebral Cortex. PLoS Comput. Biol. 2 (3) (2006)
Marcus Kaiser, Claus C. Hilgetag
Nonoptimal Component Placement, but Short Processing Paths, due to Long-Distance Projections in Neural Systems. PLoS Comput. Biol. 2 (7) (2006)
Marcus Kaiser, Claus C. Hilgetag
Edge vulnerability in neural and metabolic networks. Biol. Cybern. 90 (5) (2004)
Alon Keinan, Alon Kaufman, Nadia Sachs, Claus C. Hilgetag, Eytan Ruppin
Fair localization of function via multi-lesion analysis. Neuroinformatics 2 (2) (2004)
Alon Keinan, Ben Sandbank, Claus C. Hilgetag, Isaac Meilijson, Eytan Ruppin
Fair Attribution of Functional Contribution in Artificial and Biological Networks. Neural Comput. 16 (9) (2004)
Claus C. Hilgetag, Marcus Kaiser
Clustered organization of cortical connectivity. Neuroinformatics 2 (3) (2004)
Marcus Kaiser, Claus C. Hilgetag
Modelling the development of cortical systems networks. Neurocomputing (2004)
Alon Keinan, Claus C. Hilgetag, Isaac Meilijson, Eytan Ruppin
Causal localization of neural function: the Shapley value method. Neurocomputing (2004)
Claus C. Hilgetag, Rolf Kötter, Hugo Théoret, Joseph Claßen, Alexander Wolters, Alvaro Pascual-Leone
Bilateral competitive processing of visual spatial attention in the human brain. Neurocomputing (2003)
Claus C. Hilgetag, Stephen G. Lomber, Richard J. Rushmore, Bertram R. Payne
Topographic restoration of visual spatial attention in the cortically blind cat. Neurocomputing (2002)
Helen Barbas, Claus C. Hilgetag
Rules relating connections to cortical structure in primate prefrontal cortex. Neurocomputing (2002)
Claus C. Hilgetag, Stephen M. Dombrowski, Helen Barbas
Classes and gradients of prefrontal cortical organization in the primate. Neurocomputing (2002)
Claus C. Hilgetag, Simon Grant II
Uniformity and specificity of long-range corticocortical connections in the visual cortex of the cat. Neurocomputing (2001)
Rolf Kötter, Claus C. Hilgetag, Klaas E. Stephan
Connectional characteristics of areas in Walker's map of primate prefrontal cortex. Neurocomputing (2001)
Claus C. Hilgetag, Stephen G. Lomber, Bertram R. Payne
Neural mechanisms of spatial attention in the cat. Neurocomputing (2001)
Filippo Petroni, Stefano Panzeri, Claus C. Hilgetag, Rolf Kötter, Jack W. Scannell, Malcolm P. Young
Hierarchical organization and neuronal response latencies in the primate visual system. Neurocomputing (2001)
Claus C. Hilgetag
Spatial neglect and paradoxical lesion effects in the cat - A model based on midbrain connectivity. Neurocomputing (2000)
Malcolm P. Young, Claus C. Hilgetag, Jack W. Scannell
Models of paradoxical lesion effects and rules of inference for imputing function to structure in the brain. Neurocomputing (1999)
Stefan Schuster, Thomas Höfer, Claus C. Hilgetag, Ronny Schuster
Use of convex analysis for the modelling of biochemical reaction systems. System Modelling and Optimization (1993)