Arno Onken

According to our database, Arno Onken authored at least 20 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Discovering Low-Dimensional Descriptions of Multineuronal Dependencies.

Lazaros Mitskopoulos, Arno Onken

Entropy, July, 2023

V1T: large-scale mouse V1 response prediction using a Vision Transformer.

Bryan M. Li, Isabel M. Cornacchia, Nathalie L. Rochefort, Arno Onken

CoRR, 2023

2022

Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization.

Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tie-Jun Huang, Jian K. Liu

IEEE Trans. Cybern., 2022

Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships.

Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken

PLoS Comput. Biol., 2022

2021

Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks.

Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort, Arno Onken

CoRR, 2021

Building population models for large-scale neural recordings: opportunities and pitfalls.

Cole L. Hurwitz, Nina Kudryashova, Arno Onken, Matthias H. Hennig

CoRR, 2021

2020

CalciumGAN: A Generative Adversarial Network Model for Synthesising Realistic Calcium Imaging Data of Neuronal Populations.

Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort, Arno Onken

CoRR, 2020

Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification.

Bennet Breier, Arno Onken

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Categorical encoding of decision variables in orbitofrontal cortex.

Arno Onken, Jue Xie, Stefano Panzeri, Camillo Padoa-Schioppa

PLoS Comput. Biol., 2019

2018

Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization.

Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tiejun Huang, Jian K. Liu

CoRR, 2018

Information Estimation Using Non-Parametric Copulas.

Houman Safaai, Arno Onken, Christopher D. Harvey, Stefano Panzeri

CoRR, 2018

Synthesizing realistic neural population activity patterns using Generative Adversarial Networks.

Manuel Molano-Mazon, Arno Onken, Eugenio Piasini, Stefano Panzeri

Proceedings of the 6th International Conference on Learning Representations, 2018

2016

Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains.

Arno Onken, Jian K. Liu, P. P. Chamanthi R. Karunasekara, Ioannis Delis, Tim Gollisch, Stefano Panzeri

PLoS Comput. Biol., 2016

Space-by-time decomposition for single-trial decoding of M/EEG activity.

Ioannis Delis, Arno Onken, Philippe G. Schyns, Stefano Panzeri, Marios G. Philiastides

NeuroImage, 2016

Mixed vine copulas as joint models of spike counts and local field potentials.

Arno Onken, Stefano Panzeri

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2012

A Maximum Entropy Test for Evaluating Higher-Order Correlations in Spike Counts.

Arno Onken, Valentin Dragoi, Klaus Obermayer

PLoS Comput. Biol., 2012

2011

Stochastic Analysis of Neural Spike Count Dependencies.

Arno Onken

PhD thesis, 2011

2009

Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation.

Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer

PLoS Comput. Biol., 2009

Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies.

Arno Onken, Steffen Grünewälder, Klaus Obermayer

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008

Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex.

Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer

Proceedings of the Advances in Neural Information Processing Systems 21, 2008