Alper Yegenoglu's publications

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Interdisciplinary and Collaborative Training in Neuroscience: Insights from the Human Brain Project Education Programme
Neuroinformatics 22(4), 657 - 678 () [10.1007/s12021-024-09682-6] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks
Swarm intelligence 18, 1-28 () [10.1007/s11721-023-00231-6] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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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. () [10.34734/FZJ-2023-03569] = Dissertation, RWTH Aachen University, 2023 OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn
Frontiers in computational neuroscience 16, 885207 () [10.3389/fncom.2022.885207] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 20202020-07-192020-07-22
Cham : Springer, Lecture Notes in Computer Science 12566, : 5th ed., 78-92 () [10.1007/978-3-030-64580-9_7] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Spiking Neural Networks that Learn to Learn / Gepulste Neuronale Netze lernen zu lernen
Jülich : Bernstein Koordinationsstelle (BCOS) -, 8-9 () special issue: "Bernstein Feature 2019" OpenAccess  Download fulltext Files  Download fulltextFulltext Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE
Frontiers in computational neuroscience 11, 41 () [10.3389/fncom.2017.00041] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 20162016-10-042016-10-05
Cham : Springer International Publishing, Lecture Notes in Computer Science 10164, 243 - 256 () [10.1007/978-3-319-53862-4_21]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-temporal Spike Patterns in Massively Parallel Spike Trains
Graph-Based Representation and Reasoning / Haemmerlé, Ollivier (Editor) ; Cham : Springer International Publishing, 2016, Chapter 1 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-319-40984-9=978-3-319-40985-6 ; doi:10.1007/978-3-319-40985-6 Cham : Springer International Publishing, Lecture Notes in Computer Science 9717, 3 - 16 () [10.1007/978-3-319-40985-6_1]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Elephant – Open-Source Tool for the Analysis of Electrophysiological Data Sets
INM Retreat 2015, JuelichJuelich, Germany, 17 Sep 2015 - 18 Sep 20152015-09-172015-09-18 26 pp. () BibTeX | EndNote: XML, Text | RIS

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Elephant – Open-Source Tool for the Analysis of Electrophysiological Data Sets
Bernstein Conference 2015, HeidelbergHeidelberg, Germany, 14 Sep 2015 - 16 Sep 20152015-09-142015-09-16 134-135 () BibTeX | EndNote: XML, Text | RIS

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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 20152015-03-182015-03-21
T27-2B () BibTeX | EndNote: XML, Text | RIS

Last Modified: 06.05.2022