Claus C. Hilgetag

54 papers B 1Journal 50Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Who Does What in Deep Learning? Multidimensional Game-Theoretic Attribution of Function of Neural Units. CoRR Shrey Dixit, Kayson Fakhar, Fatemeh Hadaeghi, Patrick Mineault, Konrad P. Kording, Claus C. Hilgetag
2023	J	`jnl`	Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system. Frontiers Comput. Neurosci. Jasmine A. Moore, Matthias Wilms, Alejandro Gutierrez, Zahinoor Ismail, Kayson Fakhar, Fatemeh Hadaeghi, Claus C. Hilgetag, Nils D. Forkert
2023	J	`jnl`	Structural basis of envelope and phase intrinsic coupling modes in the cerebral cortex. NeuroImage 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
2022	J	`jnl`	Brain connectivity meets reservoir computing. PLoS Comput. Biol. Fabrizio Damicelli, Claus C. Hilgetag, Alexandros Goulas
2022	J	`jnl`	Brain simulation as a cloud service: The Virtual Brain on EBRAINS. NeuroImage 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, 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, 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
2022	B	`conf`	Causal Influences Decouple From Their Underlying Network Structure In Echo State Networks. IJCNN Kayson Fakhar, Fatemeh Hadaeghi, Claus C. Hilgetag
2022	J	`jnl`	Causal Influences Decouple From Their Underlying Network Structure In Echo State Networks. CoRR Kayson Fakhar, Fatemeh Hadaeghi, Claus C. Hilgetag
2022	J	`jnl`	Reaction-diffusion models in weighted and directed connectomes. PLoS Comput. Biol. Oliver Schmitt, Christian Nitzsche, Peter Eipert, Vishnu Prathapan, Marc-Thorsten Hütt, Claus C. Hilgetag
2022	J	`jnl`	Systematic perturbation of an artificial neural network: A step towards quantifying causal contributions in the brain. PLoS Comput. Biol. Kayson Fakhar, Claus C. Hilgetag
2021	J	`jnl`	Bio-instantiated recurrent neural networks: Integrating neurobiology-based network topology in artificial networks. Neural Networks Alexandros Goulas, Fabrizio Damicelli, Claus C. Hilgetag
2021	J	`jnl`	Brain Modelling as a Service: The Virtual Brain on EBRAINS. CoRR 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
2021	J	`jnl`	Single Image-Based Vignetting Correction for Improving the Consistency of Neural Activity Analysis in 2-Photon Functional Microscopy. Frontiers Neuroinformatics Dong Li, Guangyu Wang, René Werner, Hong Xie, Ji-Song Guan, Claus C. Hilgetag
2020	J	`jnl`	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. Sarah F. Beul, Claus C. Hilgetag
2019	J	`jnl`	Neuron density fundamentally relates to architecture and connectivity of the primate cerebral cortex. NeuroImage Sarah F. Beul, Claus C. Hilgetag
2018	J	`jnl`	Comprehensive computational modelling of the development of mammalian cortical connectivity underlying an architectonic type principle. PLoS Comput. Biol. Sarah F. Beul, Alexandros Goulas, Claus C. Hilgetag
2018	J	`jnl`	Toward a theory of coactivation patterns in excitable neural networks. PLoS Comput. Biol. Arnaud Messé, Marc-Thorsten Hütt, Claus C. Hilgetag
2016	J	`jnl`	Building the Ferretome. Frontiers Neuroinformatics Dmitrii I. Sukhinin, Andreas K. Engel, Paul Manger, Claus C. Hilgetag
2016	J	`jnl`	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. Holger Finger, Marlene Bönstrup, Bastian Cheng, Arnaud Messé, Claus C. Hilgetag, Götz Thomalla, Christian Gerloff, Peter König
2016	J	`jnl`	The primate connectome in context: Principles of connections of the cortical visual system. NeuroImage Claus C. Hilgetag, Maria Medalla, Sarah F. Beul, Helen Barbas
2014	—	`ch.`	Connectivity Analysis in Normal and Pathological Brains. Encyclopedia of Computational Neuroscience Claus C. Hilgetag
2014	—	`ch.`	Wiring Principles, Optimization. Encyclopedia of Computational Neuroscience Marcus Kaiser, Claus C. Hilgetag
2013	J	`jnl`	Trade-off between Multiple Constraints Enables Simultaneous Formation of Modules and Hubs in Neural Systems. PLoS Comput. Biol. Yuhan Chen, Shengjun Wang, Claus C. Hilgetag, Changsong Zhou
2012	J	`jnl`	Building Blocks of Self-Sustained Activity in a Simple Deterministic Model of Excitable Neural Networks. Frontiers Comput. Neurosci. Guadalupe García, Annick Lesne, Marc-Thorsten Hütt, Claus C. Hilgetag
2012	J	`jnl`	Mapping the Connectome: Multi-Level Analysis of Brain Connectivity. Frontiers Neuroinformatics Trygve B. Leergaard, Claus C. Hilgetag, Olaf Sporns
2011	J	`jnl`	Sustained Activity in Hierarchical Modular Neural Networks: Self-Organized Criticality and Oscillations. Frontiers Comput. Neurosci. Shengjun Wang, Claus C. Hilgetag, Changsong Zhou
2010	J	`jnl`	Cytoarchitectural differences are a key determinant of laminar projection origins in the visual cortex. NeuroImage Claus C. Hilgetag, Simon Grant II
2010	J	`jnl`	Hierarchy and Dynamics of Neural Networks. Frontiers Neuroinformatics Marcus Kaiser, Claus C. Hilgetag, Rolf Kötter
2010	J	`jnl`	In Memoriam: Rolf Kötter (1961-2010). PLoS Comput. Biol. Klaas Enno Stephan, Anthony Randal McIntosh, Claus C. Hilgetag
2010	J	`jnl`	Optimal hierarchical modular topologies for producing limited sustained activation of neural networks. Frontiers Neuroinformatics Marcus Kaiser, Claus C. Hilgetag
2009	J	`jnl`	A Proposal for a Coordinated Effort for the Determination of Brainwide Neuroanatomical Connectivity in Model Organisms at a Mesoscopic Scale. PLoS Comput. Biol. 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
2008	J	`jnl`	Organization of Excitable Dynamics in Hierarchical Biological Networks. PLoS Comput. Biol. Mark Müller-Linow, Claus C. Hilgetag, Marc-Thorsten Hütt
2007	J	`jnl`	Development of multi-cluster cortical networks by time windows for spatial growth. Neurocomputing Marcus Kaiser, Claus C. Hilgetag
2007	J	`jnl`	Predicting the connectivity of primate cortical networks from topological and spatial node properties. BMC Syst. Biol. Luciano da F. Costa, Marcus Kaiser, Claus C. Hilgetag
2007	J	`jnl`	Sequence of information processing for emotions based on the anatomic dialogue between prefrontal cortex and amygdala. NeuroImage H. T. Ghashghaei, Claus C. Hilgetag, Helen Barbas
2006	J	`jnl`	Axiomatic Scalable Neurocontroller Analysis via the Shapley Value. Artif. Life Alon Keinan, Ben Sandbank, Claus C. Hilgetag, Isaac Meilijson, Eytan Ruppin
2006	J	`jnl`	Nonoptimal Component Placement, but Short Processing Paths, due to Long-Distance Projections in Neural Systems. PLoS Comput. Biol. Marcus Kaiser, Claus C. Hilgetag
2006	J	`jnl`	Role of Mechanical Factors in the Morphology of the Primate Cerebral Cortex. PLoS Comput. Biol. Claus C. Hilgetag, Helen Barbas
2004	J	`jnl`	Causal localization of neural function: the Shapley value method. Neurocomputing Alon Keinan, Claus C. Hilgetag, Isaac Meilijson, Eytan Ruppin
2004	J	`jnl`	Clustered organization of cortical connectivity. Neuroinformatics Claus C. Hilgetag, Marcus Kaiser
2004	J	`jnl`	Edge vulnerability in neural and metabolic networks. Biol. Cybern. Marcus Kaiser, Claus C. Hilgetag
2004	J	`jnl`	Fair Attribution of Functional Contribution in Artificial and Biological Networks. Neural Comput. Alon Keinan, Ben Sandbank, Claus C. Hilgetag, Isaac Meilijson, Eytan Ruppin
2004	J	`jnl`	Fair localization of function via multi-lesion analysis. Neuroinformatics Alon Keinan, Alon Kaufman, Nadia Sachs, Claus C. Hilgetag, Eytan Ruppin
2004	J	`jnl`	Modelling the development of cortical systems networks. Neurocomputing Marcus Kaiser, Claus C. Hilgetag
2003	J	`jnl`	Bilateral competitive processing of visual spatial attention in the human brain. Neurocomputing Claus C. Hilgetag, Rolf Kötter, Hugo Théoret, Joseph Claßen, Alexander Wolters, Alvaro Pascual-Leone
2002	J	`jnl`	Classes and gradients of prefrontal cortical organization in the primate. Neurocomputing Claus C. Hilgetag, Stephen M. Dombrowski, Helen Barbas
2002	J	`jnl`	Rules relating connections to cortical structure in primate prefrontal cortex. Neurocomputing Helen Barbas, Claus C. Hilgetag
2002	J	`jnl`	Topographic restoration of visual spatial attention in the cortically blind cat. Neurocomputing Claus C. Hilgetag, Stephen G. Lomber, Richard J. Rushmore, Bertram R. Payne
2001	J	`jnl`	Connectional characteristics of areas in Walker's map of primate prefrontal cortex. Neurocomputing Rolf Kötter, Claus C. Hilgetag, Klaas E. Stephan
2001	J	`jnl`	Hierarchical organization and neuronal response latencies in the primate visual system. Neurocomputing Filippo Petroni, Stefano Panzeri, Claus C. Hilgetag, Rolf Kötter, Jack W. Scannell, Malcolm P. Young
2001	J	`jnl`	Neural mechanisms of spatial attention in the cat. Neurocomputing Claus C. Hilgetag, Stephen G. Lomber, Bertram R. Payne
2001	J	`jnl`	Uniformity and specificity of long-range corticocortical connections in the visual cortex of the cat. Neurocomputing Claus C. Hilgetag, Simon Grant II
2000	J	`jnl`	Spatial neglect and paradoxical lesion effects in the cat - A model based on midbrain connectivity. Neurocomputing Claus C. Hilgetag
1999	J	`jnl`	Models of paradoxical lesion effects and rules of inference for imputing function to structure in the brain. Neurocomputing Malcolm P. Young, Claus C. Hilgetag, Jack W. Scannell
1993	—	`conf`	Use of convex analysis for the modelling of biochemical reaction systems. System Modelling and Optimization Stefan Schuster, Thomas Höfer, Claus C. Hilgetag, Ronny Schuster