Arno Onken

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 20

Top Venues

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Salvatore Esposito, Qingshan Xu, Kacper Kania, Charlie Hewitt, Octave Mariotti, Lohit Petikam, Julien Valentin, Arno Onken, Oisin Mac Aodha
GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions. CoRR (2024)
Lazaros Mitskopoulos, Arno Onken
Discovering Low-Dimensional Descriptions of Multineuronal Dependencies. Entropy 25 (7) (2023)
Bryan M. Li, Isabel M. Cornacchia, Nathalie L. Rochefort, Arno Onken
V1T: large-scale mouse V1 response prediction using a Vision Transformer. CoRR (2023)
Bryan M. Li, Isabel M. Cornacchia, Nathalie Rochefort, Arno Onken
V1T: large-scale mouse V1 response prediction using a Vision Transformer. Trans. Mach. Learn. Res. 2023 (2023)
Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships. PLoS Comput. Biol. 18 (1) (2022)
Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tie-Jun Huang, Jian K. Liu
Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization. IEEE Trans. Cybern. 52 (6) (2022)
Cole L. Hurwitz, Nina Kudryashova, Arno Onken, Matthias H. Hennig
Building population models for large-scale neural recordings: opportunities and pitfalls. CoRR (2021)
Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort, Arno Onken
Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks. CoRR (2021)
Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort, Arno Onken
CalciumGAN: A Generative Adversarial Network Model for Synthesising Realistic Calcium Imaging Data of Neuronal Populations. CoRR (2020)
Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships. CoRR (2020)
Bennet Breier, Arno Onken
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification. ICLR (2020)
Bennet Breier, Arno Onken
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification. CoRR (2019)
Arno Onken, Jue Xie, Stefano Panzeri, Camillo Padoa-Schioppa
Categorical encoding of decision variables in orbitofrontal cortex. PLoS Comput. Biol. 15 (10) (2019)
Manuel Molano-Mazon, Arno Onken, Eugenio Piasini, Stefano Panzeri
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks. ICLR (Poster) (2018)
Houman Safaai, Arno Onken, Christopher D. Harvey, Stefano Panzeri
Information Estimation Using Non-Parametric Copulas. CoRR (2018)
Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tiejun Huang, Jian K. Liu
Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization. CoRR (2018)
Manuel Molano-Mazon, Arno Onken, Eugenio Piasini, Stefano Panzeri
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks. CoRR (2018)
Arno Onken, Jian K. Liu, P. P. Chamanthi R. Karunasekara, Ioannis Delis, Tim Gollisch, Stefano Panzeri
Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains. PLoS Comput. Biol. 12 (11) (2016)
Arno Onken, Stefano Panzeri
Mixed vine copulas as joint models of spike counts and local field potentials. NIPS (2016)
Ioannis Delis, Arno Onken, Philippe G. Schyns, Stefano Panzeri, Marios G. Philiastides
Space-by-time decomposition for single-trial decoding of M/EEG activity. NeuroImage 133 (2016)
Arno Onken, Valentin Dragoi, Klaus Obermayer
A Maximum Entropy Test for Evaluating Higher-Order Correlations in Spike Counts. PLoS Comput. Biol. 8 (6) (2012)
Arno Onken, Steffen Grünewälder, Klaus Obermayer
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies. NIPS (2009)
Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation. PLoS Comput. Biol. 5 (11) (2009)
Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex. NIPS (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Arno Onken