Books / Book Chapters
Contribution to a book
Phenomenological Modeling of Diverse and Heterogeneous Synaptic Dynamics at Natural Density
New Aspects in Analyzing the Synaptic Organization of the Brain / Lübke, Joachim H.R. (Editor) ; New York, NY : Springer US, 2024, Chapter 15 ; ISSN: 0893-2336=1940-6045 ; ISBN: 978-1-0716-4018-0=978-1-0716-4019-7 ; doi:10.1007/978-1-0716-4019-7
New York, NY : Springer US, Neuromethods 212, 277 - 321 (2024) [10.1007/978-1-0716-4019-7_15]
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Contribution to a conference proceedings/Contribution to a book
Towards high-speed computational scattered light imaging by introducing compressed sensing for optimized illumination
High-Speed Biomedical Imaging and Spectroscopy IX : [Proceedings] - SPIE, 2024. - ISBN 97815106696599781510669666 - doi:10.1117/12.3000869
High-Speed Biomedical Imaging and Spectroscopy IX, San FranciscoSan Francisco, United States, 27 Jan 2024 - 1 Feb 2024
SPIE 1-12 (2024) [10.1117/12.3000869]
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Contribution to a book
Human brain anatomy and atlases
Reference Module in Neuroscience and Biobehavioral Psychology / Amunts, Katrin ; : Elsevier, 2024, ; ISBN: 9780128093245 ; doi:10.1016/B978-0-12-820480-1.00187-X
Amsterdam : Elsevier 1-21 (2024) [10.1016/B978-0-12-820480-1.00187-X]
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Book/Dissertation / PhD Thesis
Gradient-Free Optimization of Artificial and Biological Networks using Learning to Learn
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich IAS Series 55, 149 pp. (2023) [10.34734/FZJ-2023-03569] = Dissertation, RWTH Aachen University, 2023
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Contribution to a conference proceedings/Contribution to a book
Deep Learning-Supported Cytoarchitectonic Mapping of the Human Lateral Geniculate Body in the BigBrain
Brain-Inspired Computing / Amunts, Katrin (Editor)
4th International Workshop on Brain-Inspired Computing, CetraroCetraro, Italy, 15 Jul 2019 - 19 Jul 2019
Cham : Springer International Publishing, Lecture Notes in Computer Science 12339, 22 - 32 (2021) [10.1007/978-3-030-82427-3_2]
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Contribution to a conference proceedings/Contribution to a book
Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent
Machine Learning, Optimization, and Data Science
The Sixth International Conference on Machine Learning, Optimization, and Data Science, LOD2020, SienaSiena, Italy, 19 Jul 2020 - 22 Jul 2020
Cham : Springer, Lecture Notes in Computer Science 12566, : 5th ed., 78-92 (2020) [10.1007/978-3-030-64580-9_7]
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Contribution to a conference proceedings/Contribution to a book
Towards 3D reconstruction of neuronal cell distributions from histological human brain sections
HPCC proceedings
Braincomp 2019, CetraroCetraro, Italy, 15 Jul 2019 - 19 Jul 2019
IOS press 1-17 (2019)
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Contribution to a conference proceedings/Contribution to a book
Improving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese Networks
MICCAI 2018
21st Conference on Medical Image Computing & Computer Assisted Intervention, GranadaGranada, Spain, 16 Sep 2018 - 20 Sep 2018
Elsevier 1-9 (2018)
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Contribution to a book
3D Polarized Light Imaging Portrayed: Visualization of Fiber Architecture Derived from 3D-PLI
High-Resolution Neuroimaging - Basic Physical Principles and Clinical Applications / Halefoğlu, Ahmet Mesrur (Editor) ; : InTech, , Chapter 3 ; ISBN: 978-953-51-3865-5 ; doi:10.5772/intechopen.68268
- : InTech 29-46 (2018) [10.5772/intechopen.72532]
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Contribution to a book
Microarchitecture and connectivity of the parietal lobe.
The Parietal Lobe / Caspers, Svenja ; : Elsevier, 2018, ; ISSN: 00729752 ; ISBN: 9780444636225 ; doi:10.1016/B978-0-444-63622-5.00003-6
Amsterdam [u.a.] : Elsevier, Handbook of Clinical Neurology 151, : 3rd series, 53 - 72 (2018) [10.1016/B978-0-444-63622-5.00003-6]
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Contribution to a book
Comparative analysis of receptor types that identifiy primary cortical sensory areas
Evolution of Nervous Systems
Oxford : Elsevier 225-245 (2017)
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Contribution to a conference proceedings/Contribution to a book
A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC
High-Performance Scientific Computing / Di Napoli, Edoardo (Editor) ; Cham : Springer International Publishing, 2017, Chapter 21 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-319-53861-7=978-3-319-53862-4 ; doi:10.1007/978-3-319-53862-4
Jülich Aachen Research Alliance (JARA) High-Performance Computing Symposium, JHPCS '16, AachenAachen, Germany, 4 Oct 2016 - 5 Oct 2016
Cham : Springer International Publishing, Lecture Notes in Computer Science 10164, 243 - 256 (2017) [10.1007/978-3-319-53862-4_21]
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Contribution to a book
NestMC: A new multi-compartment neuronal network simulator
JUQUEEN Extreme Scaling Workshop 2017
Seminar, JülichJülich, Germany, 23 Jan 2017 - 25 Jan 2017
Jülich : Forschungszentrum Jülich Jülich Supercomputing Centre, JSC Internal Report FZJ-JSC-IB-2017-01, 31-36 (2017)
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Contribution to a conference proceedings/Contribution to a book
Polarized Light Imaging and Two-Photon Fluorescence Microscopy correlative approach for 3D reconstruction of the orientation of myelinated fibers
Optics in the Life Sciences Congress : [Proceedings] - OSA Washington, D.C., 2017. - ISBN 978-1-943580-25-5 - doi:10.1364/BRAIN.2017.BrW4B.5
Optics and the Brain, San DiegoSan Diego, California, 2 Apr 2017 - 5 Apr 2017
BrW4B.5 (2017) [10.1364/BRAIN.2017.BrW4B.5]
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Contribution to a conference proceedings/Contribution to a book
Finite-Difference Time-Domain Simulation for Three-dimensional Polarized Light Imaging
Brain-Inspired Computing
International Workshop on Brain-Inspired Computing, BrainComp 2015, CetraroCetraro, Italy, 6 Jul 2015 - 10 Jul 2015
Luxemburg : Springer, Lecture Notes in Computer Science 10087, 73-85 (2016) [10.1007/978-3-319-50862-7_6]
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Towards Large-Scale Fiber Orientation Models of the Brain – Automation and Parallelization of a Seeded Region Growing Segmentation of High-Resolution Brain Section Images
Brain-Inspired Computing
International Workshop on Brain-Inspired Computing, BrainComp 2015, CetraroCetraro, Italy, 6 Jul 2015 - 10 Jul 2015
Cham : Springer International Publishing, Lecture Notes in Computer Science 10087, 28 - 42 (2016) [10.1007/978-3-319-50862-7_3]
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Contribution to a conference proceedings/Contribution to a book
Including Gap Junctions into Distributed Neuronal Network Simulations
Brain-Inspired Computing / Amunts, Katrin (Editor) ; Cham : Springer International Publishing, 2016, Chapter 4 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-319-50861-0=978-3-319-50862-7 ; doi:10.1007/978-3-319-50862-7
International Workshop on Brain-Inspired Computing, BrainComp 2015, CetraroCetraro, Italy, 6 Jul 2015 - 10 Jul 2015
Cham : Springer International Publishing, Lecture Notes in Computer Science 10087, 43 - 57 (2016) [10.1007/978-3-319-50862-7_4]
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Contribution to a conference proceedings/Contribution to a book
Designing Workflows for the Reproducible Analysis of Electrophysiological Data
Brain-Inspired Computing / Amunts, Katrin (Editor) ; Cham : Springer International Publishing, 2016, Chapter 5 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-319-50861-0=978-3-319-50862-7
BrainComp 2015, Meeting location,
Cham : Springer International Publishing, Lecture Notes in Computer Science 10087, 58 - 72 (2016) [10.1007/978-3-319-50862-7_5]
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Contribution to a conference proceedings/Contribution to a book
Modeling the I/O behavior of the NEST simulator using a proxy
Conference Proceedings of the YIC GACM 2015 / ed.: Stefanie Elgeti ; Jaan-Willem Simon
3rd ECCOMAS Young Investigators Conference, YIC GACM 2015, AachenAachen, Germany, 20 Jul 2015 - 23 Jul 2015
RWTh Aachen University 4 p. (2015)
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Contribution to a conference proceedings/Contribution to a book
elephant: An open-source tool for the analysis of electrophysiological data
Proceedings of the 11th Meeting of the German Neuroscience Society, Neuroforum 2015
11th Meeting of the German Neuroscience Society, GöttingenGöttingen, Germany, 18 Mar 2015 - 21 Mar 2015
T27-2B (2015)
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Contribution to a conference proceedings/Contribution to a book
Hybrid parallelization of a seeded region growing segmentation of brain images for a GPU cluster
ARCS 2014: 27th International Conference on Architecture of Computing Systems - Workshop Proceedings
27th International Conference on Architecture of Computing Systems, ARCS2014, LübeckLübeck, Germany, 25 Feb 2014 - 28 Feb 2014
Berlin : VDE Verlag 190 pp. (2014)
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Contribution to a conference proceedings/Contribution to a book
Supercomputing Infrastructure for Simulations of the Human Brain
Brain-inspired computing : international workshop, BrainComp 2013, Cetraro, Italy, July 8 - 11, 2013 ; revised selected papers / Grandinetti, Lucio ; Lippert, Thomas ; Petkov, Nicolai , Cham [u.a.] : Springer, 2014,
Brain-Inspired Computing, International Workshop, BrainComp 2013, BrainComp 2013, CetraroCetraro, Italy, 8 Jul 2013 - 11 Jul 2013
Cham [u.a.] : Springer, Lecture notes in computer science 8603, 198 - 212 (2014) [10.1007/978-3-319-12084-3]
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Contribution to a conference proceedings/Contribution to a book
Computation of Mutual Information Metric for Image Registration on Multiple GPUs
Euro-Par 2013: Parallel Processing Workshops
Euro-Par 2013: Parallel Processing Workshops, AachenAachen, Germany, 25 Aug 2013 - 30 Aug 2013
Berlin, Heidelberg : Springer Berlin Heidelberg, Lecture Notes in Computer Science 8374, 208 - 217 (2014) [10.1007/978-3-642-54420-0_21]
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Contribution to a conference proceedings/Contribution to a book
Integrating brain structure and dynamics on supercomputers
Brain-inspired Computing
1st International Workshop on Brain-inspired Computing, BrainComp 2013, CetraroCetraro, Italy, 8 Jul 2013 - 11 Jul 2013
Cham Heidelberg New York Dordrecht London : Springer, Lecture Notes in Computer Science 8603, 22-32 (2014) [10.1007/978-3-319-12084-3_3]
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Contribution to a book
Local field potentials: biophysical origin and analysis
Principles of Neural Coding
Boca Raton : CRC press 37-59 (chapter 3) (2013)
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Contribution to a conference proceedings/Contribution to a book
Computational characteristics of recurrent neural networks under the influence of Alzheimer's disease
Proceedings of the 10th Göttingen Meeting of the German Neuroscience Society
10th Göttingen Meeting of the German Neuroscience Society, GöttingenGöttingen, Germany, 13 Mar 2013 - 16 Mar 2013
541 pp. (2013)
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