Arno Onken

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Stefano PanzeriUniversity Medical Center Hamburg-Eppendorf (UKE), and Istituto Italiano di TecnologiaAdresă de e-mail confirmată pe uke.de
Klaus ObermayerProfessor, Fakultät IV - Electrical Engineering and Computer Science, Technische Universität BerlinAdresă de e-mail confirmată pe tu-berlin.de
Ioannis DelisAssociate Professor, School of Biomedical Sciences, University of LeedsAdresă de e-mail confirmată pe leeds.ac.uk
Jian K. LiuUniversity of BirminghamAdresă de e-mail confirmată pe ucla.edu
Tim GollischUniversity Medical Center GöttingenAdresă de e-mail confirmată pe med.uni-goettingen.de
Steffen GrünewälderUniversity of YorkAdresă de e-mail confirmată pe york.ac.uk
Nina KudryashovaUniversity of EdinburghAdresă de e-mail confirmată pe ed.ac.uk
Helene Marianne SchreyerPostdoctroal researcherAdresă de e-mail confirmată pe iob.ch
Shuzo SakataProfessor at University of StrathclydeAdresă de e-mail confirmată pe strath.ac.uk
Chamanthi KarunasekaraSenior Lecturer, General Sir John Kotelawala Defence UniversityAdresă de e-mail confirmată pe kdu.ac.lk
Houman SafaaiKempner Institute at Harvard UniversityAdresă de e-mail confirmată pe harvard.edu
Tomomi TsunematsuHokkaido UniversityAdresă de e-mail confirmată pe sci.hokudai.ac.jp
Mohammad Hossein KhaniBotond Roska Lab, Institute of Molecular and Clinical Ophthalmology Basel (IOB))Adresă de e-mail confirmată pe iob.ch
Theoklitos AmvrosiadisPostdoctoral Researcher, University of Edinburgh/University of CambridgeAdresă de e-mail confirmată pe sms.ed.ac.uk
Matthias H. J. MunkPrivatdozent (Ass.Prof.) Neurophysiology, Univ. Hosp. Tübingen / Technical University DarmstadtAdresă de e-mail confirmată pe uni-tuebingen.de
Bryan M. LiSchool of Informatics, University of EdinburghAdresă de e-mail confirmată pe ed.ac.uk
Fernando RozenblitUniversity Medical Center GöttingenAdresă de e-mail confirmată pe med.uni-goettingen.de
Vidhyasankar KrishnamoorthyResearch Associate, Newcastle University, UKAdresă de e-mail confirmată pe newcastle.ac.uk
Matthias HennigUniversity of EdinburghAdresă de e-mail confirmată pe ed.ac.uk
Tiejun HuangProfessor,School of EE&CS, Peking UniversityAdresă de e-mail confirmată pe pku.edu.cn

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Arno Onken

University of Edinburgh

Adresă de e-mail confirmată pe inf.ed.ac.uk - Pagina de pornire

Machine Learning Computational Neuroscience Information Theory Statistics


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization JK Liu, HM Schreyer, A Onken, F Rozenblit, MH Khani, V Krishnamoorthy, ... Nature Communications 8 (1), 149, 2017	136*	2017
Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains A Onken, JK Liu, PPCR Karunasekara, I Delis, T Gollisch, S Panzeri PLoS Computational Biology 12 (11), e1005189, 2016	80	2016
Modeling short-term noise dependence of spike counts in macaque prefrontal cortex A Onken, S Grünewälder, M Munk, K Obermayer Advances in Neural Information Processing Systems 21, 1233-1240, 2008	74	2008
State-dependent brainstem ensemble dynamics and their interactions with hippocampus across sleep states T Tsunematsu, AA Patel, A Onken, S Sakata Elife 9, e52244, 2020	50	2020
Building population models for large-scale neural recordings: opportunities and pitfalls C Hurwitz, N Kudryashova, A Onken, MH Hennig Current Opinion in Neurobiology 70, 64-73, 2021	43	2021
Synthesizing realistic neural population activity patterns using generative adversarial networks M Molano-Mazon, A Onken, E Piasini, S Panzeri 6th International Conference on Learning Representations, ICLR 2018, 2018	40	2018
Information estimation using nonparametric copulas H Safaai, A Onken, CD Harvey, S Panzeri Physical Review E 98 (5), 053302, 2018	38	2018
Space-by-time decomposition for single-trial decoding of M/EEG activity I Delis, A Onken, PG Schyns, S Panzeri, MG Philiastides Neuroimage 133, 504-515, 2016	29	2016
Categorical encoding of decision variables in orbitofrontal cortex A Onken, J Xie, S Panzeri, C Padoa-Schioppa PLoS Computational Biology 15 (10), 2019	24	2019
Mixed vine copulas as joint models of spike counts and local field potentials A Onken, S Panzeri Advances In Neural Information Processing Systems 30, 1325-1333, 2016	20	2016
Neural system identification with spike-triggered non-negative matrix factorization S Jia, Z Yu, A Onken, Y Tian, T Huang, JK Liu IEEE Transactions on Cybernetics, 1-12, 2021	18*	2021
Understanding neural population coding: information theoretic insights from the auditory system A Onken, PPCR Karunasekara, C Kayser, S Panzeri Advances in Neuroscience 2014 (1), 907851, 2014	17	2014
Calciumgan: a generative adversarial network model for synthesising realistic calcium imaging data of neuronal populations BM Li, T Amvrosiadis, N Rochefort, A Onken arXiv preprint arXiv:2009.02707 10, 2020	9	2020
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification B Breier, A Onken 8th International Conference on Learning Representations, ICLR 2020, 2019	8	2019
A maximum entropy test for evaluating higher-order correlations in spike counts A Onken, V Dragoi, K Obermayer PLoS Computational Biology 8 (6), e1002539, 2012	8	2012
A Frank mixture copula family for modeling higher-order correlations of neural spike counts A Onken, K Obermayer Journal of Physics: Conference Series 197 (1), 012019, 2009	8	2009
V1T: large-scale mouse V1 response prediction using a Vision Transformer BM Li, IM Cornacchia, NL Rochefort, A Onken Transactions on Machine Learning Research, 2023	7	2023
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships N Kudryashova, T Amvrosiadis, N Dupuy, N Rochefort, A Onken PLoS Computational Biology 18 (1), 1-30, 2022	4	2022
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos P Turishcheva, P Fahey, M Vystrčilová, L Hansel, R Froebe, K Ponder, ... Advances in Neural Information Processing Systems 37, 118907-118929, 2025	3	2025
Mixed vine copula flows for flexible modelling of neural dependencies L Mitskopoulos, A Onken Journal of Computational Neuroscience 49 (Suppl 1), S136-S137, 2021	3	2021

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