Prof. Dr. ID: 62801
Claus-Christian Hilgetag
Publications
- 2024
Downstream network transformations dissociate neural activity from causal functional contributions
Fakhar, K., Dixit, S., Hadaeghi, F., Kording, K. P. & Hilgetag, C. C., 24.01.2024, In: SCI REP-UK. 14, 1, p. 2103Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Spatial normalization for voxel-based lesion symptom mapping: impact of registration approaches
Jühling, D., Rajashekar, D., Cheng, B., Hilgetag, C. C., Forkert, N. D. & Werner, R., 17.01.2024, In: FRONT NEUROSCI-SWITZ. 18, p. 1296357Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
- 2023
Structural basis of envelope and phase intrinsic coupling modes in the cerebral cortex
Messé, A., Hollensteiner, K. J., Delettre, C., Dell-Brown, L-A., Pieper, F., Nentwig, L. J., Galindo-Leon, E. E., Larrat, B., Mériaux, S., Mangin, J-F., Reillo, I., Juan Romero, C. D., Borrell, V., Engler, G., Toro, R., Engel, A. K. & Hilgetag, C. C., 01.08.2023, In: NEUROIMAGE. 276, 120212.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
A topology-based computational framework to assess the effect of deep brain stimulation in the context of freezing of gait in Parkinson’s disease
Popova, M., Messe, A., Gulberti, A., Gerloff, C., Pötter-Nerger, M. & Hilgetag, C-C., 01.04.2023, In: CLIN NEUROPHYSIOL. 148, p. e61-e62 2 p.Research output: SCORING: Contribution to journal › Conference abstract in journal › Research › peer-review
From Circuit Principles to Human Psychiatric Disorders
Barbas, H. & Hilgetag, C. C., 01.03.2023, In: BIOL PSYCHIAT. 93, 5, p. 388-390 3 p.Research output: SCORING: Contribution to journal › Comment/debate › Research
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system
Moore, J. A., Wilms, M., Gutierrez, A., Ismail, Z., Fakhar, K., Hadaeghi, F., Hilgetag, C. C. & Forkert, N. D., 2023, In: FRONT COMPUT NEUROSC. 17, p. 1274824Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
- 2022
Brain connectivity meets reservoir computing
Damicelli, F., Hilgetag, C. C. & Goulas, A., 11.2022, In: PLOS COMPUT BIOL. 18, 11, e1010639.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
ΔFosB accumulation in hippocampal granule cells drives cFos pattern separation during spatial learning
Lamothe-Molina, P. J., Franzelin, A., Beck, L., Li, D., Auksutat, L., Fieblinger, T., Laprell, L., Alhbeck, J., Gee, C. E., Kneussel, M., Engel, A. K., Hilgetag, C. C., Morellini, F. & Oertner, T. G., 26.10.2022, In: NAT COMMUN. 13, 1, 6376.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Reaction-diffusion models in weighted and directed connectomes
Schmitt, O., Nitzsche, C., Eipert, P., Prathapan, V., Hütt, M-T. & Hilgetag, C., 10.2022, In: PLOS COMPUT BIOL. 18, 10, e1010507.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
A natural cortical axis connecting the outside and inside of the human brain
Hilgetag, C-C., Goulas, A. & Changeux, J-P., 02.08.2022, In: NETW NEUROSCI. 6, 4, p. 950–959 10 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Systematic perturbation of an artificial neural network: A step towards quantifying causal contributions in the brain
Fakhar, K. & Hilgetag, C. C., 06.2022, In: PLOS COMPUT BIOL. 18, 6, e1010250.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Brain simulation as a cloud service: The Virtual Brain on EBRAINS
Schirner, M., Domide, L., Perdikis, D., Triebkorn, P., Stefanovski, L., Pai, R., Prodan, P., Valean, B., Palmer, J., Langford, C., Blickensdörfer, A., van der Vlag, M., Diaz-Pier, S., Peyser, A., Klijn, W., Pleiter, D., Nahm, A., Schmid, O., Woodman, M., Zehl, L., Fousek, J., Petkoski, S., Kusch, L., Hashemi, M., Marinazzo, D., Mangin, J-F., Flöel, A., Akintoye, S., Stahl, B. C., Cepic, M., Johnson, E., Deco, G., McIntosh, A. R., Hilgetag, C. C., Morgan, M., Schuller, B., Upton, A., McMurtrie, C., Dickscheid, T., Bjaalie, J. G., Amunts, K., Mersmann, J., Jirsa, V. & Ritter, P., 01.05.2022, In: NEUROIMAGE. 251, 118973.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
The highways and byways of the brain
Hilgetag, C. C. & Zikopoulos, B., 03.2022, In: PLOS BIOL. 20, 3, p. e3001612Research output: SCORING: Contribution to journal › Other (editorial matter etc.) › Research
Bringing Anatomical Information into Neuronal Network Models
van Albada, S. J., Morales-Gregorio, A., Dickscheid, T., Goulas, A., Bakker, R., Bludau, S., Palm, G., Hilgetag, C-C. & Diesmann, M., 2022, Computational Modelling of the Brain: Modelling Approaches to Cells, Circuits and Networks. Giugliano, M., Negrello, M. & Linaro, D. (eds.). 1 ed. Vol. 1359. p. 201-234 34 p. (ADV EXP MED BIOL).Research output: SCORING: Contribution to book/anthology › SCORING: Contribution to collected editions/anthologies › Research
Causal Influences Decouple From Their Underlying Network Structure In Echo State Networks
Fakhar, K., Hadäghi, F. & Hilgetag, C-C., 2022, 2022 International Joint Conference on Neural Networks (IJCNN): 2022 conference proceedings. 1 ed. Piscataway, NJ: IEEE, Vol. 2022. p. 1-8 8 p.Research output: SCORING: Contribution to book/anthology › SCORING: Contribution to collected editions/anthologies › Research › peer-review
- 2021
Modelling the effect of deep brain stimulation on cortico-subcortical networks in the context of freezing of gait in Parkinson’s Disease
Popova, M., Messe, A., Gulberti, A., Pötter-Nerger, M. & Hilgetag, C-C., 21.12.2021, In: J COMPUT NEUROSCI. 2021, 49, p. S86Research output: SCORING: Contribution to journal › Conference abstract in journal › Research › peer-review
Bio-instantiated recurrent neural networks: Integrating neurobiology-based network topology in artificial networks
Goulas, A., Damicelli, F. & Hilgetag, C. C., 10.2021, In: NEURAL NETWORKS. 142, p. 608-618 11 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Game-theoretical mapping of fundamental brain functions based on lesion deficits in acute stroke
Malherbe, C., Cheng, B., Königsberg, A., Cho, T-H., Ebinger, M., Endres, M., Fiebach, J. B., Fiehler, J., Galinovic, I., Puig, J., Thijs, V., Lemmens, R., Muir, K. W., Nighoghossian, N., Pedraza, S., Simonsen, C. Z., Wouters, A., Gerloff, C., Hilgetag, C. C. & Thomalla, G., 02.09.2021, In: BRAIN COMMUN. 3, 3, p. fcab204Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
An architectonic type principle in the development of laminar patterns of cortico-cortical connections
Beul, S. F., Goulas, A. & Hilgetag, C. C., 05.2021, In: BRAIN STRUCT FUNCT. 226, 4, p. 979-987 9 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
A Connectomic Hypothesis for the Hominization of the Brain
Changeux, J-P., Goulas, A. & Hilgetag, C. C., 31.03.2021, In: CEREB CORTEX. 31, 5, p. 2425-2449 25 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
The natural axis of transmitter receptor distribution in the human cerebral cortex
Goulas, A., Changeux, J-P., Wagstyl, K., Amunts, K., Palomero-Gallagher, N. & Hilgetag, C. C., 19.01.2021, In: P NATL ACAD SCI USA. 118, 3, e2020574118.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Single Image-Based Vignetting Correction for Improving the Consistency of Neural Activity Analysis in 2-Photon Functional Microscopy
Li, D., Wang, G., Werner, R., Xie, H., Guan, J-S. & Hilgetag, C-C., 2021, In: FRONT NEUROINFORM. 15, p. 674439 674439.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
- 2020
Systematic modelling of the development of laminar projection origins in the cerebral cortex: Interactions of spatio-temporal patterns of neurogenesis and cellular heterogeneity
Beul, S. F. & Hilgetag, C. C., 10.2020, In: PLOS COMPUT BIOL. 16, 10, p. e1007991Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
Toba, M. N., Zavaglia, M., Malherbe, C., Moreau, T., Rastelli, F., Kaglik, A., Valabrègue, R., Pradat-Diehl, P., Hilgetag, C. C. & Valero-Cabré, A., 01.08.2020, In: HUM BRAIN MAPP. 41, 11, p. 2926-2950 25 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Individual differences in local functional brain connectivity affect TMS effects on behavior
Gießing, C., Alavash, M., Herrmann, C. S., Hilgetag, C. C. & Thiel, C. M., 26.06.2020, In: SCI REP-UK. 10, 1, p. 10422Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Reply: Inhibition between human brain areas or methodological artefact?
Toba, M. N., Malherbe, C., Godefroy, O., Rushmore, R. J., Zavaglia, M., Maatoug, R., Mandonnet, E., Valero-Cabré, A. & Hilgetag, C. C., 05.2020, In: BRAIN. 143, 5, p. e39 e39.Research output: SCORING: Contribution to journal › Other (editorial matter etc.) › Research
'Hierarchy' in the organization of brain networks
Hilgetag, C. C. & Goulas, A., 13.04.2020, In: PHILOS T R SOC B. 375, 1796, p. 20190319Research output: SCORING: Contribution to journal › SCORING: Review article › Research
Unifying the essential concepts of biological networks: biological insights and philosophical foundations
Kostić, D., Hilgetag, C. C. & Tittgemeyer, M., 13.04.2020, In: PHILOS T R SOC B. 375, 1796, p. 20190314Research output: SCORING: Contribution to journal › Other (editorial matter etc.) › Research
Revisiting 'brain modes' in a new computational era: approaches for the characterization of brain-behavioural associations
Toba, M. N., Godefroy, O., Rushmore, R. J., Zavaglia, M., Maatoug, R., Hilgetag, C. C. & Valero-Cabré, A., 01.04.2020, In: BRAIN. 143, 4, p. 1088-1098 11 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Perturbation-driven paradoxical facilitation of visuo-spatial function: Revisiting the 'Sprague effect'
Valero-Cabré, A., Toba, M. N., Hilgetag, C. C. & Rushmore, R. J., 01.2020, In: CORTEX. 122, p. 10-39 30 p.Research output: SCORING: Contribution to journal › SCORING: Review article › Research
- 2019
Altered topology of large-scale structural brain networks in chronic stroke
Cheng, B., Schlemm, E., Schulz, R., Bönstrup, M., Messe, A., Hilgetag, C-C., Gerloff, C. & Thomalla, G., 04.10.2019, In: BRAIN COMMUN. 2019, 1, p. 1-13Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
The architecture of mammalian cortical connectomes in light of the theory of the dual origin of the cerebral cortex
Goulas, A., Margulies, D. S., Bezgin, G. & Hilgetag, C. C., 09.2019, In: CORTEX. 118, p. 244-261 18 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Cortical and thalamic connectivity of occipital visual cortical areas 17, 18, 19 and 21 of the domestic ferret (Mustela putorius furo)
Dell, L-A., Innocenti, G. M., Hilgetag, C. C. & Manger, P. R., 01.06.2019, In: J COMP NEUROL. 527, 8, p. 1293-1314 22 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Cortical and thalamic connectivity of posterior parietal visual cortical areas PPc and PPr of the domestic ferret (Mustela putorius furo)
Dell, L-A., Innocenti, G. M., Hilgetag, C. C. & Manger, P. R., 01.06.2019, In: J COMP NEUROL. 527, 8, p. 1315-1332 18 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Cortical and thalamic connectivity of temporal visual cortical areas 20a and 20b of the domestic ferret (Mustela putorius furo)
Dell, L-A., Innocenti, G. M., Hilgetag, C. C. & Manger, P. R., 01.06.2019, In: J COMP NEUROL. 527, 8, p. 1333-1347 15 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Spatiotemporal ontogeny of brain wiring
Goulas, A., Betzel, R. F. & Hilgetag, C. C., 06.2019, In: SCI ADV. 5, 6, p. eaav9694Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Discrimination of the hierarchical structure of cortical layers in 2-photon microscopy data by combined unsupervised and supervised machine learning
Li, D., Zavaglia, M., Wang, G., Xie, H., Hu, Y., Werner, R., Guan, J-S. & Hilgetag, C. C., 15.05.2019, In: SCI REP-UK. 9, 1, p. 7424Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Neuron density fundamentally relates to architecture and connectivity of the primate cerebral cortex
Beul, S. F. & Hilgetag, C. C., 01.04.2019, In: NEUROIMAGE. 189, p. 777-792 16 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
A blueprint of mammalian cortical connectomes
Goulas, A., Majka, P., Rosa, M. G. P. & Hilgetag, C. C., 03.2019, In: PLOS BIOL. 17, 3, p. e2005346Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
An architectonic type principle integrates macroscopic cortico-cortical connections with intrinsic cortical circuits of the primate brain
Hilgetag, C. C., Beul, S. F., van Albada, S. J. & Goulas, A., 2019, In: NETW NEUROSCI. 3, 4, p. 905-923 19 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain
Delettre, C., Messé, A., Dell, L-A., Foubet, O., Heuer, K., Larrat, B., Meriaux, S., Mangin, J-F., Reillo, I., de Juan Romero, C., Borrell, V., Toro, R. & Hilgetag, C. C., 2019, In: NETW NEUROSCI. 3, 4, p. 1038-1050 13 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Multimodal Memory Components and Their Long-Term Dynamics Identified in Cortical Layers II/III but Not Layer V
Li, D., Wang, G., Xie, H., Hu, Y., Guan, J-S. & Hilgetag, C. C., 2019, In: FRONT INTEGR NEUROSC. 13, p. 54Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Topological reinforcement as a principle of modularity emergence in brain networks
Damicelli, F., Hilgetag, C. C., Hütt, M-T. & Messé, A., 2019, In: NETW NEUROSCI. 3, 2, p. 589-605 17 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
- 2018
Comprehensive computational modelling of the development of mammalian cortical connectivity underlying an architectonic type principle
Beul, S. F., Goulas, A. & Hilgetag, C. C., 11.2018, In: PLOS COMPUT BIOL. 14, 11, p. e1006550Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Cortical Gradients and Laminar Projections in Mammals
Goulas, A., Zilles, K. & Hilgetag, C. C., 11.2018, In: TRENDS NEUROSCI. 41, 11, p. 775-788 14 p.Research output: SCORING: Contribution to journal › SCORING: Review article › Research
Intrinsic Functional Connectivity Resembles Cortical Architecture at Various Levels of Isoflurane Anesthesia
Fischer, F., Pieper, F., Galindo-Leon, E., Engler, G., Hilgetag, C. C. & Engel, A. K., 01.08.2018, In: CEREB CORTEX. 28, 8, p. 2991-3003 13 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Neural correlates of visuospatial bias in patients with left hemisphere stroke: a causal functional contribution analysis based on game theory
Malherbe, C., Umarova, R., Zavaglia, M., Kaller, C., Beume, L., Thomalla, G., Weiller, C. & Hilgetag, C. C., 01.07.2018, In: NEUROPSYCHOLOGIA. 115, p. 142-153 12 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Toward a theory of coactivation patterns in excitable neural networks
Messé, A., Hütt, M-T. & Hilgetag, C. C., 09.04.2018, In: PLOS COMPUT BIOL. 14, 4, p. e1006084Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Multi-scale account of the network structure of macaque visual cortex
Schmidt, M., Bakker, R., Hilgetag, C. C., Diesmann, M. & van Albada, S. J., 04.2018, In: BRAIN STRUCT FUNCT. 223, 3, p. 1409-1435 27 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Brain anomaly networks uncover heterogeneous functional reorganization patterns after stroke
Zou, Y., Zhao, Z., Yin, D., Fan, M., Small, M., Liu, Z., Hilgetag, C. C. & Kurths, J., 2018, In: NEUROIMAGE-CLIN. 20, p. 523-530 8 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review