8 Publications
2025 | Journal Article | LibreCat-ID: 60897
Multi-agent systems powered by large language models: applications in swarm intelligence
C. Jimenez-Romero, A. Yegenoglu, C. Blum, Frontiers in Artificial Intelligence 8 (2025).
LibreCat
| DOI
C. Jimenez-Romero, A. Yegenoglu, C. Blum, Frontiers in Artificial Intelligence 8 (2025).
2024 | Journal Article | LibreCat-ID: 60898
Interdisciplinary and Collaborative Training in Neuroscience: Insights from the Human Brain Project Education Programme
A. Geminiani, J. Kathrein, A. Yegenoglu, F. Vogel, M. Armendariz, Z. Ben-Zion, P.A. Bogdan, J. Covelo, M. Diaz Pier, K. Grasenick, V. Karasenko, W. Klijn, T. Kokan, C.A. Lupascu, A. Lührs, T. Mahfoud, T. Özden, J.E. Pedersen, L. Peres, I. Reiten, N. Simidjievski, I. Ulnicane, M. van der Vlag, L. Zehl, A. Saria, S. Diaz-Pier, J. Passecker, Neuroinformatics 22 (2024) 657–678.
LibreCat
| DOI
A. Geminiani, J. Kathrein, A. Yegenoglu, F. Vogel, M. Armendariz, Z. Ben-Zion, P.A. Bogdan, J. Covelo, M. Diaz Pier, K. Grasenick, V. Karasenko, W. Klijn, T. Kokan, C.A. Lupascu, A. Lührs, T. Mahfoud, T. Özden, J.E. Pedersen, L. Peres, I. Reiten, N. Simidjievski, I. Ulnicane, M. van der Vlag, L. Zehl, A. Saria, S. Diaz-Pier, J. Passecker, Neuroinformatics 22 (2024) 657–678.
2023 | Journal Article | LibreCat-ID: 60899
Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks
C. Jimenez Romero, A. Yegenoglu, A. Pérez Martín, S. Diaz-Pier, A. Morrison, Swarm Intelligence 18 (2023) 1–29.
LibreCat
| DOI
C. Jimenez Romero, A. Yegenoglu, A. Pérez Martín, S. Diaz-Pier, A. Morrison, Swarm Intelligence 18 (2023) 1–29.
2022 | Journal Article | LibreCat-ID: 60900
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn
A. Yegenoglu, A. Subramoney, T. Hater, C. Jimenez-Romero, W. Klijn, A. Pérez Martín, M. van der Vlag, M. Herty, A. Morrison, S. Diaz-Pier, Frontiers in Computational Neuroscience 16 (2022).
LibreCat
| DOI
A. Yegenoglu, A. Subramoney, T. Hater, C. Jimenez-Romero, W. Klijn, A. Pérez Martín, M. van der Vlag, M. Herty, A. Morrison, S. Diaz-Pier, Frontiers in Computational Neuroscience 16 (2022).
2021 | Book Chapter | LibreCat-ID: 60901
Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent
A. Yegenoglu, K. Krajsek, S.D. Pier, M. Herty, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2021.
LibreCat
| DOI
A. Yegenoglu, K. Krajsek, S.D. Pier, M. Herty, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2021.
2017 | Book Chapter | LibreCat-ID: 60902
A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC
J. Senk, A. Yegenoglu, O. Amblet, Y. Brukau, A. Davison, D.R. Lester, A. Lührs, P. Quaglio, V. Rostami, A. Rowley, B. Schuller, A.B. Stokes, S.J. van Albada, D. Zielasko, M. Diesmann, B. Weyers, M. Denker, S. Grün, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2017.
LibreCat
| DOI
J. Senk, A. Yegenoglu, O. Amblet, Y. Brukau, A. Davison, D.R. Lester, A. Lührs, P. Quaglio, V. Rostami, A. Rowley, B. Schuller, A.B. Stokes, S.J. van Albada, D. Zielasko, M. Diesmann, B. Weyers, M. Denker, S. Grün, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2017.
2017 | Journal Article | LibreCat-ID: 60903
Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE
P. Quaglio, A. Yegenoglu, E. Torre, D.M. Endres, S. Grün, Frontiers in Computational Neuroscience 11 (2017).
LibreCat
| DOI
P. Quaglio, A. Yegenoglu, E. Torre, D.M. Endres, S. Grün, Frontiers in Computational Neuroscience 11 (2017).
2016 | Book Chapter | LibreCat-ID: 60904
Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-temporal Spike Patterns in Massively Parallel Spike Trains
A. Yegenoglu, P. Quaglio, E. Torre, S. Grün, D. Endres, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2016.
LibreCat
| DOI
A. Yegenoglu, P. Quaglio, E. Torre, S. Grün, D. Endres, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2016.
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8 Publications
2025 | Journal Article | LibreCat-ID: 60897
Multi-agent systems powered by large language models: applications in swarm intelligence
C. Jimenez-Romero, A. Yegenoglu, C. Blum, Frontiers in Artificial Intelligence 8 (2025).
LibreCat
| DOI
C. Jimenez-Romero, A. Yegenoglu, C. Blum, Frontiers in Artificial Intelligence 8 (2025).
2024 | Journal Article | LibreCat-ID: 60898
Interdisciplinary and Collaborative Training in Neuroscience: Insights from the Human Brain Project Education Programme
A. Geminiani, J. Kathrein, A. Yegenoglu, F. Vogel, M. Armendariz, Z. Ben-Zion, P.A. Bogdan, J. Covelo, M. Diaz Pier, K. Grasenick, V. Karasenko, W. Klijn, T. Kokan, C.A. Lupascu, A. Lührs, T. Mahfoud, T. Özden, J.E. Pedersen, L. Peres, I. Reiten, N. Simidjievski, I. Ulnicane, M. van der Vlag, L. Zehl, A. Saria, S. Diaz-Pier, J. Passecker, Neuroinformatics 22 (2024) 657–678.
LibreCat
| DOI
A. Geminiani, J. Kathrein, A. Yegenoglu, F. Vogel, M. Armendariz, Z. Ben-Zion, P.A. Bogdan, J. Covelo, M. Diaz Pier, K. Grasenick, V. Karasenko, W. Klijn, T. Kokan, C.A. Lupascu, A. Lührs, T. Mahfoud, T. Özden, J.E. Pedersen, L. Peres, I. Reiten, N. Simidjievski, I. Ulnicane, M. van der Vlag, L. Zehl, A. Saria, S. Diaz-Pier, J. Passecker, Neuroinformatics 22 (2024) 657–678.
2023 | Journal Article | LibreCat-ID: 60899
Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks
C. Jimenez Romero, A. Yegenoglu, A. Pérez Martín, S. Diaz-Pier, A. Morrison, Swarm Intelligence 18 (2023) 1–29.
LibreCat
| DOI
C. Jimenez Romero, A. Yegenoglu, A. Pérez Martín, S. Diaz-Pier, A. Morrison, Swarm Intelligence 18 (2023) 1–29.
2022 | Journal Article | LibreCat-ID: 60900
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn
A. Yegenoglu, A. Subramoney, T. Hater, C. Jimenez-Romero, W. Klijn, A. Pérez Martín, M. van der Vlag, M. Herty, A. Morrison, S. Diaz-Pier, Frontiers in Computational Neuroscience 16 (2022).
LibreCat
| DOI
A. Yegenoglu, A. Subramoney, T. Hater, C. Jimenez-Romero, W. Klijn, A. Pérez Martín, M. van der Vlag, M. Herty, A. Morrison, S. Diaz-Pier, Frontiers in Computational Neuroscience 16 (2022).
2021 | Book Chapter | LibreCat-ID: 60901
Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent
A. Yegenoglu, K. Krajsek, S.D. Pier, M. Herty, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2021.
LibreCat
| DOI
A. Yegenoglu, K. Krajsek, S.D. Pier, M. Herty, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2021.
2017 | Book Chapter | LibreCat-ID: 60902
A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC
J. Senk, A. Yegenoglu, O. Amblet, Y. Brukau, A. Davison, D.R. Lester, A. Lührs, P. Quaglio, V. Rostami, A. Rowley, B. Schuller, A.B. Stokes, S.J. van Albada, D. Zielasko, M. Diesmann, B. Weyers, M. Denker, S. Grün, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2017.
LibreCat
| DOI
J. Senk, A. Yegenoglu, O. Amblet, Y. Brukau, A. Davison, D.R. Lester, A. Lührs, P. Quaglio, V. Rostami, A. Rowley, B. Schuller, A.B. Stokes, S.J. van Albada, D. Zielasko, M. Diesmann, B. Weyers, M. Denker, S. Grün, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2017.
2017 | Journal Article | LibreCat-ID: 60903
Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE
P. Quaglio, A. Yegenoglu, E. Torre, D.M. Endres, S. Grün, Frontiers in Computational Neuroscience 11 (2017).
LibreCat
| DOI
P. Quaglio, A. Yegenoglu, E. Torre, D.M. Endres, S. Grün, Frontiers in Computational Neuroscience 11 (2017).
2016 | Book Chapter | LibreCat-ID: 60904
Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-temporal Spike Patterns in Massively Parallel Spike Trains
A. Yegenoglu, P. Quaglio, E. Torre, S. Grün, D. Endres, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2016.
LibreCat
| DOI
A. Yegenoglu, P. Quaglio, E. Torre, S. Grün, D. Endres, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2016.