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⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis/Book Trensch, G.RWTH* ; Morrison, A. J. R. (Thesis advisor)RWTH* ; Gemmeke, T. (Thesis advisor)RWTH*
Development and evaluation of architecture concepts for a system-on-chip based neuromorphic compute node for accelerated and reproducible simulations of spiking neural networks in neuroscience
Jülich : Forschungszentrum Jülich GmbH, Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich. IAS series 71, 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-06047]2025 = Dissertation, RWTH Aachen University, 2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis/Book Zajzon, B.RWTH* ; Morrison, A. J. R. (Thesis advisor)RWTH* ; Schaub, M. T. (Thesis advisor)RWTH*
Sequential information processing in modular spiking networks
Düren : Shaker Verlag, Aachener Informatik Berichte, Software Engineering 56, 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-04286]2025 = Dissertation, RWTH Aachen University, 2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Yu, J. ; Hamdan, S. ; Sasse, L. ; Morrison, A. J. R.RWTH* ; Patil, K. R. (Corresponding author)
Empirical Comparison Between Cross-Validation and Mutation-Validation in Model Selection
2024Advances in Intelligent Data Analysis XXII : 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24–26, 2024, Proceedings, Part II / edited by Ioanna Miliou, Nico Piatkowski, Panagiotis Papapetrou
22. International Symposium on Intelligent Data Analysis, IDA 2024, StockholmStockholm, Sweden, 24 Mar 2024 - 26 Apr 20242024-03-242024-04-26 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 14642, : 1st ed. 2024., 56-67 (2024) [10.1007/978-3-031-58553-1_5]2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Kipp, J. (Corresponding author)RWTH* ; Lux, F. R. ; Pürling, T.RWTH* ; Morrison, A. J. R.RWTH* ; Blügel, S.RWTH* ; Pinna, D. ; Mokrousov, Y.
Machine learning inspired models for Hall effects in non-collinear magnets
Machine learning: science and technology 5(2), 025060 (2024) [10.1088/2632-2153/ad51ca]2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Jimenez Romero, C.RWTH* ; Yegenoglu, A. (Corresponding author)RWTH* ; Pérez Martín, A.RWTH* ; Diaz-Pier, S.RWTH* ; Morrison, A. J. R.RWTH*
Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks
Swarm intelligence 18(1), 1-29 (2024) [10.1007/s11721-023-00231-6]2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Quercia, A. (Corresponding author) ; Morrison, A. J. R.RWTH* ; Scharr, H. ; Assent, I.
SGD Biased towards Early Important Samples for Efficient Training
202323rd IEEE International Conference on Data Mining : ICDM 2023 : proceedings : 1-4 December 2023, Shanghai, China / editors: Guihai Chen, Latifur Khan, Xiaofeng Gao, Meikang Qiu, Witold Pedrycz, Xindong Wu
2023 IEEE International Conference on Data Mining, ICDM, ShanghaiShanghai, Peoples R China, 1 Dec 2023 - 4 Dec 20232023-12-012023-12-04 Piscataway, NJ : IEEE 1289-1294 (2023) [10.1109/ICDM58522.2023.00163]2023   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Wybo, W. A. M. (Corresponding author)RWTH* ; Tsai, M. C. ; Tran, V. A. K.RWTH* ; Illing, B. ; Jordan, J. ; Morrison, A. J. R.RWTH* ; Senn, W.
NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways
Proceedings of the National Academy of Sciences of the United States of America 120(32), e2300558120 (2023) [10.1073/pnas.2300558120]2023     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Zajzon, B. (Corresponding author)RWTH* ; Dahmen, D. ; Morrison, A. J. R.RWTH* ; Duarte, R.
Signal denoising through topographic modularity of neural circuits
eLife 12, e77009 (2023) [10.7554/eLife.77009]2023     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schulte to Brinke, T. (Corresponding author)RWTH* ; Dick, M.RWTH* ; Duarte, R. ; Morrison, A. J. R.RWTH*
A refined information processing capacity metric allows an in-depth analysis of memory and nonlinearity trade-offs in neurocomputational systems
Scientific reports 13, 10517 (2023) [10.1038/s41598-023-37604-0]2023     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis/Book Yegenoglu, A.RWTH* ; Morrison, A. J. R. (Thesis advisor)RWTH* ; Herty, M. (Thesis advisor)RWTH*
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, 1 Online-Ressource (136 Seiten) : Illustrationen, Diagramme (2023) [10.18154/RWTH-2023-09115]2023 = Dissertation, RWTH Aachen University, 2023     Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |