8 Publications
2025 | Journal Article | LibreCat-ID: 60897
Jimenez-Romero, Cristian, Alper Yegenoglu, and Christian Blum. “Multi-Agent Systems Powered by Large Language Models: Applications in Swarm Intelligence.” Frontiers in Artificial Intelligence 8 (2025). https://doi.org/10.3389/frai.2025.1593017.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 60898
Geminiani, Alice, Judith Kathrein, Alper Yegenoglu, Franziska Vogel, Marcelo Armendariz, Ziv Ben-Zion, Petrut Antoniu Bogdan, et al. “Interdisciplinary and Collaborative Training in Neuroscience: Insights from the Human Brain Project Education Programme.” Neuroinformatics 22, no. 4 (2024): 657–78. https://doi.org/10.1007/s12021-024-09682-6.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 60899
Jimenez Romero, Cristian, Alper Yegenoglu, Aarón Pérez Martín, Sandra Diaz-Pier, and Abigail Morrison. “Emergent Communication Enhances Foraging Behavior in Evolved Swarms Controlled by Spiking Neural Networks.” Swarm Intelligence 18, no. 1 (2023): 1–29. https://doi.org/10.1007/s11721-023-00231-6.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 60900
Yegenoglu, Alper, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, Michiel van der Vlag, Michael Herty, Abigail Morrison, and Sandra Diaz-Pier. “Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn.” Frontiers in Computational Neuroscience 16 (2022). https://doi.org/10.3389/fncom.2022.885207.
LibreCat
| DOI
2021 | Book Chapter | LibreCat-ID: 60901
Yegenoglu, Alper, Kai Krajsek, Sandra Diaz Pier, and Michael Herty. “Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-Performing Gradient Descent.” In Lecture Notes in Computer Science. Cham: Springer International Publishing, 2021. https://doi.org/10.1007/978-3-030-64580-9_7.
LibreCat
| DOI
2017 | Book Chapter | LibreCat-ID: 60902
Senk, Johanna, Alper Yegenoglu, Olivier Amblet, Yury Brukau, Andrew Davison, David Roland Lester, Anna Lührs, et al. “A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC.” In Lecture Notes in Computer Science. Cham: Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-53862-4_21.
LibreCat
| DOI
2017 | Journal Article | LibreCat-ID: 60903
Quaglio, Pietro, Alper Yegenoglu, Emiliano Torre, Dominik M. Endres, and Sonja Grün. “Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE.” Frontiers in Computational Neuroscience 11 (2017). https://doi.org/10.3389/fncom.2017.00041.
LibreCat
| DOI
2016 | Book Chapter | LibreCat-ID: 60904
Yegenoglu, Alper, Pietro Quaglio, Emiliano Torre, Sonja Grün, and Dominik Endres. “Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-Temporal Spike Patterns in Massively Parallel Spike Trains.” In Lecture Notes in Computer Science. Cham: Springer International Publishing, 2016. https://doi.org/10.1007/978-3-319-40985-6_1.
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8 Publications
2025 | Journal Article | LibreCat-ID: 60897
Jimenez-Romero, Cristian, Alper Yegenoglu, and Christian Blum. “Multi-Agent Systems Powered by Large Language Models: Applications in Swarm Intelligence.” Frontiers in Artificial Intelligence 8 (2025). https://doi.org/10.3389/frai.2025.1593017.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 60898
Geminiani, Alice, Judith Kathrein, Alper Yegenoglu, Franziska Vogel, Marcelo Armendariz, Ziv Ben-Zion, Petrut Antoniu Bogdan, et al. “Interdisciplinary and Collaborative Training in Neuroscience: Insights from the Human Brain Project Education Programme.” Neuroinformatics 22, no. 4 (2024): 657–78. https://doi.org/10.1007/s12021-024-09682-6.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 60899
Jimenez Romero, Cristian, Alper Yegenoglu, Aarón Pérez Martín, Sandra Diaz-Pier, and Abigail Morrison. “Emergent Communication Enhances Foraging Behavior in Evolved Swarms Controlled by Spiking Neural Networks.” Swarm Intelligence 18, no. 1 (2023): 1–29. https://doi.org/10.1007/s11721-023-00231-6.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 60900
Yegenoglu, Alper, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, Michiel van der Vlag, Michael Herty, Abigail Morrison, and Sandra Diaz-Pier. “Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn.” Frontiers in Computational Neuroscience 16 (2022). https://doi.org/10.3389/fncom.2022.885207.
LibreCat
| DOI
2021 | Book Chapter | LibreCat-ID: 60901
Yegenoglu, Alper, Kai Krajsek, Sandra Diaz Pier, and Michael Herty. “Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-Performing Gradient Descent.” In Lecture Notes in Computer Science. Cham: Springer International Publishing, 2021. https://doi.org/10.1007/978-3-030-64580-9_7.
LibreCat
| DOI
2017 | Book Chapter | LibreCat-ID: 60902
Senk, Johanna, Alper Yegenoglu, Olivier Amblet, Yury Brukau, Andrew Davison, David Roland Lester, Anna Lührs, et al. “A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC.” In Lecture Notes in Computer Science. Cham: Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-53862-4_21.
LibreCat
| DOI
2017 | Journal Article | LibreCat-ID: 60903
Quaglio, Pietro, Alper Yegenoglu, Emiliano Torre, Dominik M. Endres, and Sonja Grün. “Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE.” Frontiers in Computational Neuroscience 11 (2017). https://doi.org/10.3389/fncom.2017.00041.
LibreCat
| DOI
2016 | Book Chapter | LibreCat-ID: 60904
Yegenoglu, Alper, Pietro Quaglio, Emiliano Torre, Sonja Grün, and Dominik Endres. “Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-Temporal Spike Patterns in Massively Parallel Spike Trains.” In Lecture Notes in Computer Science. Cham: Springer International Publishing, 2016. https://doi.org/10.1007/978-3-319-40985-6_1.
LibreCat
| DOI