Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex. - Arno Onken; Steffen Grünewälder; Matthias H. J. Munk; Klaus Obermayer (NIPS, 2008)

Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies. - Arno Onken; Steffen Grünewälder; Klaus Obermayer (NIPS, 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)

Stochastic Analysis of Neural Spike Count Dependencies. - Arno Onken (2011)

A Maximum Entropy Test for Evaluating Higher-Order Correlations in Spike Counts. - Arno Onken; Valentin Dragoi; Klaus Obermayer (PLoS Comput. Biol., 2012)

Mixed vine copulas as joint models of spike counts and local field potentials. - Arno Onken; Stefano Panzeri (NIPS, 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)

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)

Synthesizing realistic neural population activity patterns using Generative Adversarial Networks. - Manuel Molano-Mazon; Arno Onken; Eugenio Piasini; Stefano Panzeri (ICLR (Poster), 2018)

Information Estimation Using Non-Parametric Copulas. - Houman Safaai; Arno Onken; Christopher D. Harvey; Stefano Panzeri (CoRR, 2018)

Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization. - Shanshan Jia 001; Zhaofei Yu; Arno Onken; Yonghong Tian 001; Tiejun Huang 001; Jian K. Liu (CoRR, 2018)

Categorical encoding of decision variables in orbitofrontal cortex. - Arno Onken; Jue Xie; Stefano Panzeri; Camillo Padoa-Schioppa (PLoS Comput. Biol., 2019)

Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification. - Bennet Breier; Arno Onken (ICLR, 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)

Building population models for large-scale neural recordings: opportunities and pitfalls. - Cole L. Hurwitz; Nina Kudryashova; Arno Onken; Matthias H. Hennig (CoRR, 2021)

Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks. - Bryan M. Li; Theoklitos Amvrosiadis; Nathalie Rochefort; Arno Onken (CoRR, 2021)

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)

Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization. - Shanshan Jia 001; Zhaofei Yu; Arno Onken; Yonghong Tian 001; Tie-Jun Huang 001; Jian K. Liu (IEEE Trans. Cybern., 2022)

V1T: large-scale mouse V1 response prediction using a Vision Transformer. - Bryan M. Li; Isabel M. Cornacchia; Nathalie Rochefort; Arno Onken (Trans. Mach. Learn. Res., 2023)

Discovering Low-Dimensional Descriptions of Multineuronal Dependencies. - Lazaros Mitskopoulos; Arno Onken (Entropy, 2023)

GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions. - Salvatore Esposito; Qingshan Xu; Kacper Kania; Charlie Hewitt; Octave Mariotti; Lohit Petikam; Julien Valentin; Arno Onken; Oisin Mac Aodha (CVPR Workshops, 2024)

Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos. - Polina Turishcheva; Paul G. Fahey; Michaela Vystrcilová; Laura Hansel; Rachel Froebe; Kayla Ponder; Yongrong Qiu; Konstantin Willeke; Mohammad Bashiri; Ruslan Baikulov; Yu Zhu; Lei Ma 008; et al. (NeurIPS, 2024)

Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models. - Eddie L. Ungless; Nikolas Vitsakis; Zeerak Talat; James Garforth; Björn Ross; Arno Onken; Atoosa Kasirzadeh; Alexandra Birch (CoRR, 2024)

The Only Way is Ethics: A Guide to Ethical Research with Large Language Models. - Eddie L. Ungless; Nikolas Vitsakis; Zeerak Talat; James Garforth; Björn Ross; Arno Onken; Atoosa Kasirzadeh; Alexandra Birch (COLING, 2025)

CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections. - Thomas Walker; Salvatore Esposito; Daniel Rebain; Amir Vaxman; Arno Onken; Changjian Li 001; Oisin Mac Aodha (CVPR, 2025)

VesselSDF: Distance Field Priors for Vascular Network Reconstruction. - Salvatore Esposito; Daniel Rebain; Arno Onken; Changjian Li 001; Oisin Mac Aodha (CoRR, 2025)