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Arno Onken
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2020 – today
- 2024
- [c6]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. CVPR Workshops 2024: 7479-7488 - [i10]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 abs/2406.04254 (2024) - 2023
- [j9]Lazaros Mitskopoulos, Arno Onken
:
Discovering Low-Dimensional Descriptions of Multineuronal Dependencies. Entropy 25(7): 1026 (2023) - [j8]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) - [i9]Bryan M. Li
V1T: large-scale mouse V1 response prediction using a Vision Transformer. CoRR abs/2302.03023 (2023) - 2022
- [j7]Nina Kudryashova
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships. PLoS Comput. Biol. 18(1) (2022) - [j6]Shanshan Jia
Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization. IEEE Trans. Cybern. 52(6): 4772-4783 (2022) - 2021
- [i8]Cole L. Hurwitz, Nina Kudryashova, Arno Onken, Matthias H. Hennig:
Building population models for large-scale neural recordings: opportunities and pitfalls. CoRR abs/2102.01807 (2021) - [i7]Bryan M. Li
Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks. CoRR abs/2111.13073 (2021) - 2020
- [c5]Bennet Breier, Arno Onken:
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification. ICLR 2020 - [i6]Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken:
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships. CoRR abs/2008.01007 (2020) - [i5]Bryan M. Li
CalciumGAN: A Generative Adversarial Network Model for Synthesising Realistic Calcium Imaging Data of Neuronal Populations. CoRR abs/2009.02707 (2020)
2010 – 2019
- 2019
- [j5]Arno Onken
Categorical encoding of decision variables in orbitofrontal cortex. PLoS Comput. Biol. 15(10) (2019) - [i4]Bennet Breier, Arno Onken
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification. CoRR abs/1912.09857 (2019) - 2018
- [c4]Manuel Molano-Mazon, Arno Onken, Eugenio Piasini
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks. ICLR (Poster) 2018 - [i3]Manuel Molano-Mazon, Arno Onken
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks. CoRR abs/1803.00338 (2018) - [i2]Houman Safaai, Arno Onken, Christopher D. Harvey, Stefano Panzeri:
Information Estimation Using Non-Parametric Copulas. CoRR abs/1807.08018 (2018) - [i1]Shanshan Jia, Zhaofei Yu, Arno Onken
Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization. CoRR abs/1808.03958 (2018) - 2016
- [j4]Ioannis Delis
Space-by-time decomposition for single-trial decoding of M/EEG activity. NeuroImage 133: 504-515 (2016) - [j3]Arno Onken
Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains. PLoS Comput. Biol. 12(11) (2016) - [c3]Arno Onken, Stefano Panzeri:
Mixed vine copulas as joint models of spike counts and local field potentials. NIPS 2016: 1325-1333 - 2012
- [j2]Arno Onken
A Maximum Entropy Test for Evaluating Higher-Order Correlations in Spike Counts. PLoS Comput. Biol. 8(6) (2012) - 2011
- [b1]Arno Onken:
Stochastic Analysis of Neural Spike Count Dependencies. Berlin Institute of Technology, 2011
2000 – 2009
- 2009
- [j1]Arno Onken
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation. PLoS Comput. Biol. 5(11) (2009) - [c2]Arno Onken, Steffen Grünewälder, Klaus Obermayer:
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies. NIPS 2009: 1383-1391 - 2008
- [c1]Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer:
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex. NIPS 2008: 1233-1240
Coauthor Index
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