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Fabian Sinz
Fabian Sinz
Professor for Machine Learning, University Göttingen
Verified email at cs.uni-goettingen.de - Homepage
Title
Cited by
Cited by
Year
Principles of connectivity among morphologically defined cell types in adult neocortex
X Jiang, S Shen, CR Cadwell, P Berens, F Sinz, AS Ecker, S Patel, ...
Science 350 (6264), aac9462, 2015
8202015
Large scale transductive SVMS.
R Collobert, F Sinz, J Weston, L Bottou, T Joachims
Journal of Machine Learning Research 7 (8), 2006
6282006
Trading convexity for scalability
R Collobert, F Sinz, J Weston, L Bottou
Proceedings of the 23rd international conference on Machine learning, 201-208, 2006
4342006
Inference with the universum
J Weston, R Collobert, F Sinz, L Bottou, V Vapnik
Proceedings of the 23rd international conference on Machine learning, 1009-1016, 2006
2352006
Population code in mouse V1 facilitates readout of natural scenes through increased sparseness
E Froudarakis, P Berens, AS Ecker, RJ Cotton, FH Sinz, D Yatsenko, ...
Nature neuroscience 17 (6), 851-857, 2014
1872014
Engineering a less artificial intelligence
FH Sinz, X Pitkow, J Reimer, M Bethge, AS Tolias
Neuron 103 (6), 967-979, 2019
1662019
Inception loops discover what excites neurons most using deep predictive models
EY Walker, FH Sinz, E Cobos, T Muhammad, E Froudarakis, PG Fahey, ...
Nature neuroscience 22 (12), 2060-2065, 2019
1562019
Evaluating predictive uncertainty challenge
J Quinonero-Candela, CE Rasmussen, F Sinz, O Bousquet, B Schölkopf
Machine Learning Challenges Workshop, 1-27, 2005
1482005
An analysis of inference with the universum
FH Sinz, O Chapelle, A Agarwal, B Schölkopf
Advances in Neural Information Processing Systems 20: 21st Annual Conference …, 2008
118*2008
Normalizing the normalizers: Comparing and extending network normalization schemes
M Ren, R Liao, R Urtasun, FH Sinz, RS Zemel
arXiv preprint arXiv:1611.04520, 2016
1052016
Functional connectomics spanning multiple areas of mouse visual cortex
MICrONS Consortium, JA Bae, M Baptiste, CA Bishop, AL Bodor, ...
BioRxiv, 2021.07. 28.454025, 2021
962021
Alternative splicing substantially diversifies the transcriptome during early photomorphogenesis and correlates with the energy availability in Arabidopsis
L Hartmann, P Drewe-Boß, T Wießner, G Wagner, S Geue, HC Lee, ...
The Plant Cell 28 (11), 2715-2734, 2016
822016
DataJoint: managing big scientific data using MATLAB or Python
D Yatsenko, J Reimer, AS Ecker, EY Walker, F Sinz, P Berens, ...
BioRxiv, 031658, 2015
682015
Learning depth from stereo
F Sinz, J Candela, G Bakır, C Rasmussen, M Franz
26th DAGM Symposium, 245-252, 2004
652004
Natural image coding in V1: how much use is orientation selectivity?
J Eichhorn, F Sinz, M Bethge
PLoS computational biology 5 (4), e1000336, 2009
602009
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
F Sinz, AS Ecker, P Fahey, E Walker, E Cobos, E Froudarakis, D Yatsenko, ...
Advances in neural information processing systems 31, 2018
512018
Learning from brains how to regularize machines
Z Li, W Brendel, E Walker, E Cobos, T Muhammad, J Reimer, M Bethge, ...
Advances in neural information processing systems 32, 2019
462019
A rotation-equivariant convolutional neural network model of primary visual cortex
AS Ecker, FH Sinz, E Froudarakis, PG Fahey, SA Cadena, EY Walker, ...
arXiv preprint arXiv:1809.10504, 2018
442018
In all likelihood, deep belief is not enough
L Theis, S Gerwinn, F Sinz, M Bethge
The Journal of Machine Learning Research 12, 3071-3096, 2011
442011
Cell type composition and circuit organization of clonally related excitatory neurons in the juvenile mouse neocortex
CR Cadwell, F Scala, PG Fahey, D Kobak, S Mulherkar, FH Sinz, ...
Elife 9, e52951, 2020
402020
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