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publications.bib
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publications.bib
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% Encoding: UTF-8
@Data{coolip2011,
__markedentry = {[alperyeg:6]},
author = {Adrian, Kevin and Bürger, Fabian and Bürger, Jens and Fitzner, Marcel and Jaspers, Hanno and Kleemann, Jan and Norder, Patrick and Tillmann, Christina and Winnekens, Kai and Yegenoglu, Alper and Zach, Sebastian},
doi = {10.17877/DE290R-3020},
publisher = {Technische Universität Dortmund},
title = {Cool-{IP}},
% url = {http://dx.doi.org/10.17877/DE290R-3020},
year = {2011},
AUTHOR+an = {10=highlight},
}
@MastersThesis{Yegenoglu2013,
author = {Yegenoglu, Alper},
title = {Dichtebasierte Extraktion salienter Regionen aus radiologischen Daten},
school = {Technical University of Dortmund},
year = {2013},
% month = {6},
note = {Diplomarbeit},
date-modified = {2016-02-14 11:23:31 +0000},
read = {0},
AUTHOR+an = {1=highlight},
}
@techreport{yegenoglu2015elephant,
title={Elephant--open-source tool for the analysis of electrophysiological data sets},
author={Yegenoglu, Alper and Holstein, Detlef and Phan, Long Duc and Denker, Michael and Davison, Andrew and Gr{\"u}n, Sonja},
year={2015},
institution={Computational and Systems Neuroscience},
doi={10.12751/nncn.bc2015.0126},
publisher={G-Node},
AUTHOR+an = {1=highlight},
}
@Article{Quaglio2017,
author = {Quaglio,Pietro and Yegenoglu, Alper and Torre, Emiliano and Endres,Dominik M. and Grün,Sonja},
title = {Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with {SPADE}},
journal = {Frontiers in Computational Neuroscience},
year = {2017},
volume = {11},
% month = {may},
doi = {10.3389/fncom.2017.00041},
publisher = {Frontiers Media {SA}},
keywords = {selected},
AUTHOR+an = {2=highlight},
}
@InCollection{Senk2017,
author={Johanna Senk and Alper Yegenoglu and Olivier Amblet and Yury Brukau and Andrew Davison and David Roland Lester and Anna Lührs and Pietro Quaglio and Vahid Rostami and Andrew Rowley and Bernd Schuller and Alan Barry Stokes and Sacha Jennifer van Albada and Daniel Zielasko and Markus Diesmann and Benjamin Weyers and Michael Denker and Sonja Grün},
title={A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using {HPC}},
booktitle={Lecture Notes in Computer Science},
publisher={Springer International Publishing},
year={2017},
pages={243--256},
doi={10.1007/978-3-319-53862-4_21},
AUTHOR+an = {2=highlight},
}
@InCollection{Yegenoglu2016,
author = {Alper Yegenoglu and Pietro Quaglio and Emiliano Torre and Sonja Grün and Dominik Endres},
title = {Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-temporal Spike Patterns in Massively Parallel Spike Trains},
booktitle = {Graph-Based Representation and Reasoning},
publisher = {Springer International Publishing},
year = {2016},
pages = {3--16},
doi = {10.1007/978-3-319-40985-6_1},
AUTHOR+an = {1=highlight},
}
@InProceedings{hbpstudent2018,
title = {1st {HBP} Student Conference - Transdisciplinary Research Linking Neuroscience, Brain Medicine and Computer Science},
booktitle = {1st {HBP} Student Conference - Transdisciplinary Research Linking Neuroscience, Brain Medicine and Computer Science},
year = {2018},
publisher = {Frontiers Media {SA}},
doi = {10.3389/978-2-88945-421-1},
}
@InProceedings{yegenoglu2020ensemble,
author={Alper Yegenoglu and Kai Krajsek and Sandra Diaz Pier and Michael Herty},
title={Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent},
booktitle={International Conference on Machine Learning, Optimization, and Data Science},
pages={78--92},
year={2020},
organization={Springer},
publisher={Springer International Publishing},
address={Cham},
doi={10.1007/978-3-030-64580-9_7},
keywords = {selected},
AUTHOR+an = {1=highlight},
}
@article{yegenoglu2022exploring,
AUTHOR={Yegenoglu, Alper and Subramoney, Anand and Hater, Thorsten and Jimenez-Romero, Cristian and Klijn, Wouter and Pérez Martín, Aarón and van der Vlag, Michiel and Herty, Michael and Morrison, Abigail and Diaz-Pier, Sandra},
TITLE={Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn},
JOURNAL={Frontiers in Computational Neuroscience},
VOLUME={16},
YEAR={2022},
% URL={https://www.frontiersin.org/articles/10.3389/fncom.2022.885207},
DOI={10.3389/fncom.2022.885207},
ISSN={1662-5188},
keywords = {selected},
AUTHOR+an = {1=highlight},
}
@article{romero2022emergent,
title={Emergent communication enhances foraging behaviour in evolved swarms controlled by Spiking Neural Networks},
author={Romero, Cristian Jimenez and Yegenoglu, Alper and Mart{\'\i}n, Aar{\'o}n P{\'e}rez and Diaz-Pier, Sandra and Morrison, Abigail},
journal={arXiv preprint arXiv:2212.08484 (submitted to Swarm Intelligence, Springer Nature)},
year={2022},
AUTHOR+an = {2=highlight},
}
@article{JimenezRomero2023,
author={Romero, Cristian Jimenez and Yegenoglu, Alper and Mart{\'\i}n, Aar{\'o}n P{\'e}rez and Diaz-Pier, Sandra and Morrison, Abigail},
title={Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks},
journal={Swarm Intelligence},
year={2023},
month={Dec},
day={14},
issn={1935-3820},
doi={10.1007/s11721-023-00231-6},
keywords = {selected},
url={https://doi.org/10.1007/s11721-023-00231-6},
AUTHOR+an = {2=highlight}
}
@inproceedings{geminiani20226th,
title={6th HBP Student Conference on Interdisciplinary Brain Research},
author={Geminiani, Alice and Vogel, Franziska and Kathrein, Judith and Gran, Manuel and Kirchner, Tabea and Ochang, Paschal},
booktitle={6th HBP Student Conference on Interdisciplinary Brain Research},
number={FZJ-2022-05453},
year={2022},
organization={J{\"u}lich Supercomputing Center}
}
@article{suzen2019generalised,
title={Generalised learning of time-series: Ornstein-Uhlenbeck processes},
author={S{\"u}zen, Mehmet and Yegenoglu, Alper},
journal={arXiv preprint arXiv:1910.09394},
year={2019},
AUTHOR+an = {2=highlight},
}
@article{pastorelli2023twocompartment,
title={Two-compartment neuronal spiking model expressing brain-state specific apical-amplification, -isolation and -drive regimes},
author={Elena Pastorelli and Alper Yegenoglu and Nicole Kolodziej and Willem Wybo and Francesco Simula and Sandra Diaz and Johan Frederik Storm and Pier Stanislao Paolucci},
year={2023},
eprint={2311.06074},
journal={arXiv preprint arXiv:2311.06074},
% archivePrefix={arXiv},
primaryClass={q-bio.NC},
AUTHOR+an = {2=highlight},
}
@PHDTHESIS{Yegenoglu:969331,
author = {Yegenoglu, Alper},
othercontributors = {Morrison, Abigail Joanna Rhodes and Herty, Michael},
title = {{G}radient-free optimization of artificial and biological
networks using learning to learn},
volume = {55},
school = {RWTH Aachen University},
type = {Dissertation},
address = {Jülich},
publisher = {Forschungszentrum Jülich GmbH, Zentralbibliothek, Verlag},
reportid = {RWTH-2023-09115},
isbn = {978-3-95806-719-6},
series = {Schriften des Forschungszentrums Jülich. IAS series},
pages = {1 Online-Ressource (136 Seiten) : Illustrationen,
Diagramme},
year = {2023},
note = {Druckausgabe: 2023. - Onlineausgabe: 2023. RWTH Aachen
University; Dissertation, RWTH Aachen University, 2023},
cin = {124920 / 120000 / 080031},
ddc = {004},
cid = {$I:(DE-82)124920_20200227$ / $I:(DE-82)120000_20140620$ /
$I:(DE-82)080031_20200305$},
pnm = {HBP SGA3 - Human Brain Project Specific Grant Agreement 3
(945539) / SLNS - SimLab Neuroscience (Helmholtz-SLNS) /
5111 - Domain-Specific Simulation $\&$ Data Life Cycle Labs
(SDLs) and Research Groups (POF4-511) / JL SMHB - Joint Lab
Supercomputing and Modeling for the Human Brain (JL
SMHB-2021-2027) / HDS LEE - Helmholtz School for Data
Science in Life, Earth and Energy (HDS LEE)
(HDS-LEE-20190612) / CSD-SSD - Center for Simulation and
Data Science (CSD) - School for Simulation and Data Science
(SSD) (CSD-SSD-20190612) / Enabling Computational- $\&$
Data-Intensive Science and Engineering (POF4-511) /
Doktorandenprogramm (PHD-PROGRAM-20170404)},
pid = {G:(EU-Grant)945539 / G:(DE-Juel1)Helmholtz-SLNS /
G:(DE-HGF)POF4-5111 / G:(DE-Juel1)JL SMHB-2021-2027 /
G:(DE-Juel1)HDS-LEE-20190612 / G:(DE-Juel1)CSD-SSD-20190612
/ G:(DE-HGF)POF4-511 / G:(DE-HGF)PHD-PROGRAM-20170404},
typ = {PUB:(DE-HGF)11 / PUB:(DE-HGF)3},
urn = {urn:nbn:de:hbz:5:2-1257933},
doi = {10.18154/RWTH-2023-09115},
url = {https://publications.rwth-aachen.de/record/969331},
AUTHOR+an = {1=highlight},
}
@article{pastorelli2023two,
title={Two-compartment neuronal spiking model expressing brain-state specific apical-amplification,-isolation and-drive regimes},
author={Pastorelli, Elena and Yegenoglu, Alper and Kolodziej, Nicole and Wybo, Willem and Simula, Francesco and Diaz, Sandra and Storm, Johan Frederik and Paolucci, Pier Stanislao},
journal={arXiv preprint arXiv:2311.06074},
year={2023}
}
@Comment{jabref-meta: databaseType:bibtex;}