Fabian Sinz

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Citations	4972	2763
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i10-index	51	41

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Andreas ToliasStanford UniversityVerified email at stanford.edu
Alexander S. EckerUniversity of Göttingen, GermanyVerified email at cs.uni-goettingen.de
Matthias BethgeTübingen University & Maddox Co-FounderVerified email at bethgelab.org
Jacob ReimerAssistant Professor, Baylor College of MedicineVerified email at bcm.edu
Edgar Y. WalkerWeill Neurohub Assistant Professor, Physiology & Biophysics, Computational Neuroscience CenterVerified email at uw.edu
Taliah MuhammadBaylor College of MedicineVerified email at bcm.edu
Emmanouil Froudarakis, Ph.D.Assistant Professor of Neurophysiology, UoCVerified email at imbb.forth.gr
Erick CobosMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Xaq PitkowAssociate Professor of Computational Neuroscience, Carnegie Mellon UniversityVerified email at rice.edu
Konstantin F. WillekeUniversity of TuebingenVerified email at uni-tuebingen.de
Philipp BerensHertie Institute for AI in Brain Health, University of TübingenVerified email at uni-tuebingen.de
R. James CottonNorthwestern University / Shirley Ryan AbilityLabVerified email at northwestern.edu
Xiaolong JiangBaylor College of MedicineVerified email at bcm.edu
Santiago A. CadenaML Research @Proxima Fusion | University of TübingenVerified email at proximafusion.com
Cathryn CadwellAssistant Professor, University of California San FranciscoVerified email at ucsf.edu
Leon BottouFacebook AI ResearchVerified email at bottou.org
Jason WestonMetaVerified email at fb.com
Ronan CollobertMachine Learning Research, AppleVerified email at apple.com
Dimitri YatsenkoDataJoint Inc.Verified email at datajoint.com
Shan ShenBaylor College of MedicineVerified email at bcm.edu

Fabian Sinz

Professor for Machine Learning, University Göttingen

Verified email at cs.uni-goettingen.de - Homepage

computational neuroscience computational vision statistics machine learning neuroscience


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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	907	2015
Large scale transductive SVMS. R Collobert, F Sinz, J Weston, L Bottou, T Joachims Journal of Machine Learning Research 7 (8), 2006	640	2006
Trading convexity for scalability R Collobert, F Sinz, J Weston, L Bottou Proceedings of the 23rd international conference on Machine learning, 201-208, 2006	451	2006
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	251	2006
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	218	2019
Engineering a less artificial intelligence FH Sinz, X Pitkow, J Reimer, M Bethge, AS Tolias Neuron 103 (6), 967-979, 2019	203	2019
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	200	2014
Evaluating predictive uncertainty challenge J Quinonero-Candela, CE Rasmussen, F Sinz, O Bousquet, B Schölkopf Machine Learning Challenges Workshop, 1-27, 2005	166	2005
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	156	2021
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	124*	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	110	2016
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	90	2016
DataJoint: managing big scientific data using MATLAB or Python D Yatsenko, J Reimer, AS Ecker, EY Walker, F Sinz, P Berens, ... BioRxiv, 031658, 2015	80	2015
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	65	2018
Learning depth from stereo F Sinz, J Candela, G Bakır, C Rasmussen, M Franz 26th DAGM Symposium, 245-252, 2004	65	2004
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	64	2019
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	62	2018
Natural image coding in V1: how much use is orientation selectivity? J Eichhorn, F Sinz, M Bethge PLoS computational biology 5 (4), e1000336, 2009	59	2009
State-dependent pupil dilation rapidly shifts visual feature selectivity K Franke, KF Willeke, K Ponder, M Galdamez, N Zhou, T Muhammad, ... Nature 610 (7930), 128-134, 2022	55	2022
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	51	2020

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