Arno Onken
TitelCiteras avÅr
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
502009
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
302017
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
222016
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
122016
Understanding neural population coding: information theoretic insights from the auditory system
A Onken, PP Karunasekara, C Kayser, S Panzeri
Advances in Neuroscience 2014, 2014
102014
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
102008
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
92018
Information estimation using nonparametric copulas
H Safaai, A Onken, CD Harvey, S Panzeri
Physical Review E 98 (5), 053302, 2018
72018
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
72009
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
52016
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
52012
Characterizing neuronal circuits with spike-triggered non-negative matrix factorization
S Jia, Z Yu, A Onken, Y Tian, T Huang, JK Liu
arXiv preprint arXiv:1808.03958, 2018
32018
Neural system identification with spike-triggered non-negative matrix factorization
S Jia, Z Yu, A Onken, Y Tian, T Huang, JK Liu
arXiv preprint arXiv:1808.03958, 2018
12018
State-dependent decoding algorithms improve the performance of a bidirectional bmi in anesthetized rats
V De Feo, F Boi, H Safaai, A Onken, S Panzeri, A Vato
Frontiers in Neuroscience 11, 269, 2017
12017
Space-by-Time Tensor Decomposition for Single-Trial Analysis of Neural Signals
I Delis, A Onken, S Panzeri
Mathematical and Theoretical Neuroscience, 223-237, 2017
12017
Correlation coefficients are insufficient for analyzing spike count dependencies
A Onken, S Grünewälder, K Obermayer
Advances in Neural Information Processing Systems 22, 1383-1391, 2009
12009
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
2020
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
2019
Categorical encoding of decision variables in orbitofrontal cortex
A Onken, J Xie, S Panzeri, C Padoa-Schioppa
PLoS Computational Biology 15 (10), 2019
2019
Parametric copula models reveal neuronal and behavioral time-dependent relationships in primary visual cortex
N Kudryashova, T Amvrosiadis, N Dupuy, N Rochefort, A Onken
Bernstein Conference 2019, 2019
2019
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Artiklar 1–20