Srinivas C. Turaga

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H Sebastian SeungProfessor, Princeton Neuroscience Institute and Computer Science Dept.Verifierad e-postadress på princeton.edu
Winfried DenkMax PlanckVerifierad e-postadress på neuro.mpg.de
Viren JainGoogle ResearchVerifierad e-postadress på google.com
Moritz HelmstaedterMax Planck Institute for Brain ResearchVerifierad e-postadress på brain.mpg.de
Jakob MackeMachine Learning in Science, Tübingen UniversityVerifierad e-postadress på uni-tuebingen.de
Jan FunkeHHMI Janelia Research CampusVerifierad e-postadress på janelia.hhmi.org
Joseph F MurrayFICO Senior DirectorVerifierad e-postadress på jfmurray.org
Kristin BransonHHMI Janelia Research CampusVerifierad e-postadress på janelia.hhmi.org
Stephan SaalfeldHHMI Janelia Research CampusVerifierad e-postadress på janelia.hhmi.org
Ignacio Arganda-CarrerasIkerbasque Associate Researcher at University of the Basque Country, Biofisika Institute and DIPCVerifierad e-postadress på ehu.eus
Sridhama PrakhyaUniversity of Massachusetts AmherstVerifierad e-postadress på google.com
Amy Robinson SterlingPrinceton UniversityVerifierad e-postadress på princeton.edu
Kisuk LeeZetta AIVerifierad e-postadress på zetta.ai
Michael Purcaro, MD/PhDResident Physician, University of MassachusettsVerifierad e-postadress på umassmed.edu
Aleksandar ZlateskiResearch Scientist - Facebook AI Research (FAIR)Verifierad e-postadress på fb.com
William C GrisaitisDana-Farber Cancer InstituteVerifierad e-postadress på dfci.harvard.edu
Daniel R. BergerResearch Scientist at Harvard UniversityVerifierad e-postadress på fas.harvard.edu
Jonas RiesUniversity of ViennaVerifierad e-postadress på univie.ac.at
Wesley R LegantUniversity of North Carolina Chapel HillVerifierad e-postadress på email.unc.edu
Christopher J. ObaraAssistant Professor, Pharmacology, Chemistry & Biochemistry, UC San DiegoVerifierad e-postadress på health.ucsd.edu

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Srinivas C. Turaga

HHMI Janelia Research Campus

Verifierad e-postadress på janelia.hhmi.org - Startsida

machine learning neuroscience connectomics deep learning computational microscopy


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
Opportunities and obstacles for deep learning in biology and medicine T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Journal of the royal society interface 15 (141), 20170387, 2018	2317	2018
Connectomic reconstruction of the inner plexiform layer in the mouse retina M Helmstaedter, KL Briggman, SC Turaga, V Jain, HS Seung, W Denk Nature 500 (7461), 168-174, 2013	1182	2013
Space–time wiring specificity supports direction selectivity in the retina JS Kim, MJ Greene, A Zlateski, K Lee, M Richardson, SC Turaga, ... Nature 509 (7500), 331-336, 2014	553	2014
Convolutional networks can learn to generate affinity graphs for image segmentation SC Turaga, JF Murray, V Jain, F Roth, M Helmstaedter, K Briggman, ... Neural computation 22 (2), 511-538, 2010	513	2010
In toto imaging and reconstruction of post-implantation mouse development at the single-cell level K McDole, L Guignard, F Amat, A Berger, G Malandain, LA Royer, ... Cell 175 (3), 859-876. e33, 2018	477	2018
Crowdsourcing the creation of image segmentation algorithms for connectomics I Arganda-Carreras, SC Turaga, DR Berger, D Cireşan, A Giusti, ... Frontiers in neuroanatomy 9, 152591, 2015	397	2015
Mapping social behavior-induced brain activation at cellular resolution in the mouse Y Kim, KU Venkataraju, K Pradhan, C Mende, J Taranda, SC Turaga, ... Cell reports 10 (2), 292-305, 2015	339	2015
Supervised learning of image restoration with convolutional networks V Jain, JF Murray, F Roth, S Turaga, V Zhigulin, KL Briggman, ... Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on, 1-8, 2007	295	2007
Large scale image segmentation with structured loss based deep learning for connectome reconstruction J Funke, F Tschopp, W Grisaitis, A Sheridan, C Singh, S Saalfeld, ... IEEE transactions on pattern analysis and machine intelligence 41 (7), 1669-1680, 2018	264*	2018
Deep learning enables fast and dense single-molecule localization with high accuracy A Speiser, LR Müller, P Hoess, U Matti, CJ Obara, WR Legant, A Kreshuk, ... Nature methods 18 (9), 1082-1090, 2021	218	2021
Machines that learn to segment images: a crucial technology for connectomics V Jain, HS Seung, SC Turaga Current opinion in neurobiology 20 (5), 653-666, 2010	187	2010
Maximin affinity learning of image segmentation SC Turaga, KL Briggman, M Helmstaedter, W Denk, HS Seung NIPS, 1865-1873, 2009	166*	2009
Behavioral state coding by molecularly defined paraventricular hypothalamic cell type ensembles S Xu, H Yang, V Menon, AL Lemire, L Wang, FE Henry, SC Turaga, ... Science 370 (6514), eabb2494, 2020	154	2020
Community-based benchmarking improves spike rate inference from two-photon calcium imaging data P Berens, J Freeman, T Deneux, N Chenkov, T McColgan, A Speiser, ... PLoS computational biology 14 (5), e1006157, 2018	152	2018
Automatic detection of synaptic partners in a whole-brain Drosophila electron microscopy data set J Buhmann, A Sheridan, C Malin-Mayor, P Schlegel, S Gerhard, ... Nature Methods 18 (7), 771-774, 2021	139	2021
Method and apparatus for image processing HS Seung, JF Murray, V Jain, SC Turaga, M Helmstaedter, W Denk US Patent 9,799,098, 2017	99	2017
Development of high-throughput, high-resolution 3D reconstruction of large-volume biological tissue using automated tape collection ultramicrotomy and scanning electron microscopy R Schalek, N Kasthuri, K Hayworth, D Berger, J Tapia, J Morgan, ... Microscopy and Microanalysis 17 (S2), 966-967, 2011	99	2011
Learning to Agglomerate Superpixel Hierarchies V Jain, SC Turaga, KL Briggman, MN Helmstaedter, W Denk, HS Seung Neural Information Processing Systems, 2011	86	2011
Efficient convolutional neural networks for pixelwise classification on heterogeneous hardware systems F Tschopp, JNP Martel, SC Turaga, M Cook, J Funke 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1225-1228, 2016	66	2016
Local shape descriptors for neuron segmentation A Sheridan, TM Nguyen, D Deb, WCA Lee, S Saalfeld, SC Turaga, ... Nature methods 20 (2), 295-303, 2023	65	2023

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