Arno Onken

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Stefano PanzeriUniversity Medical Center Hamburg-Eppendorf (UKE), and Istituto Italiano di TecnologiaVerified email at uke.de
Klaus ObermayerProfessor, Fakultät IV - Electrical Engineering and Computer Science, Technische Universität BerlinVerified email at tu-berlin.de
Jian K. LiuSchool of Computing, University of LeedsVerified email at ucla.edu
Steffen GrünewälderNewcastle UniversityVerified email at newcastle.ac.uk
Tim GollischUniversity Medical Center GöttingenVerified email at med.uni-goettingen.de
Ioannis DelisLecturer & Turing Fellow, School of Biomedical Sciences, University of LeedsVerified email at leeds.ac.uk
Matthias H. J. MunkPrivatdozent (Ass.Prof.) Neurophysiology, Univ. Hosp. Tübingen / Technical University DarmstadtVerified email at uni-tuebingen.de
Helene Marianne SchreyerPostdoctroal researcherVerified email at iob.ch
Theoklitos AmvrosiadisPhD candidate, University of EdinburghVerified email at sms.ed.ac.uk
Houman SafaaiHarvard UniversityVerified email at hms.harvard.edu
Mohammad Hossein KhaniBotond Roska Lab, Institute of Molecular and Clinical Ophthalmology Basel (IOB))Verified email at iob.ch
Manuel Molano-MazónIDIBAPSVerified email at clinic.cat
Chamanthi KarunasekaraSenior Lecturer, General Sir John Kotelawala Defence UniversityVerified email at kdu.ac.lk
Nina KudryashovaUniversity of EdinburghVerified email at ed.ac.uk
Shuzo SakataReader at University of StrathclydeVerified email at strath.ac.uk
Tomomi TsunematsuTohoku UniversityVerified email at tohoku.ac.jp
Fernando RozenblitUniversity Medical Center GöttingenVerified email at med.uni-goettingen.de
Vidhyasankar KrishnamoorthyResearch Associate, Newcastle University, UKVerified email at newcastle.ac.uk
Bryan M. LiSchool of Informatics, University of EdinburghVerified email at ed.ac.uk
Yonghong Tian, Professor, IEEE FellowSchool of CS and School of ECE at Peking University, Pengcheng LaboratoryVerified email at pku.edu.cn

Arno Onken

University of Edinburgh

Verified email at inf.ed.ac.uk - Homepage

Computational Neuroscience Machine Learning Information Theory Statistics


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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	100	2017
Analyzing short-term noise dependencies of spike-counts in macaque prefrontal cortex using copulas and the flashlight transformation A Onken, S Grünewälder, MHJ Munk, K Obermayer PLoS Computational Biology 5 (11), e1000577, 2009	70	2009
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	65	2016
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	38	2020
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	34	2018
Information estimation using nonparametric copulas H Safaai, A Onken, CD Harvey, S Panzeri Physical Review E 98 (5), 053302, 2018	27	2018
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	23	2021
Categorical encoding of decision variables in orbitofrontal cortex A Onken, J Xie, S Panzeri, C Padoa-Schioppa PLoS Computational Biology 15 (10), 2019	18	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	18	2016
Understanding neural population coding: information theoretic insights from the auditory system A Onken, PP Karunasekara, C Kayser, S Panzeri Advances in Neuroscience 2014, 2014	18	2014
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	17	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	16*	2021
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	13	2008
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, 2020	7	2020
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	7	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	7	2009
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	5	2019
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
Space-by-time tensor decomposition for single-trial analysis of neural signals I Delis, A Onken, S Panzeri Mathematical and Theoretical Neuroscience: Cell, Network and Data Analysis …, 2017	2	2017
Mixed vine copula flows for flexible modelling of neural dependencies L Mitskopoulos, A Onken Journal of Computational Neuroscience 49 (Suppl 1), S136-S137, 2021	1	2021

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