H. Sebastian Seung

Overview

Best Publications

• Learning the parts of objects by non-negative matrix factorization

  Daniel D. Lee;H. Sebastian Seung;H. Sebastian Seung

  17044
  Citations

• Algorithms for Non-negative Matrix Factorization

  Daniel D. Lee;H. Sebastian Seung

  5446
  Citations

• Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification.

  Ignacio Arganda-Carreras;Ignacio Arganda-Carreras;Verena Kaynig;Curtis Rueden;Kevin W. Eliceiri

  2612
  Citations

• Query by committee

  H. S. Seung;M. Opper;H. Sompolinsky

  2134
  Citations

• Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit

  R. H R Hahnloser;R. Sarpeshkar;R. Sarpeshkar;M. A. Mahowald;R. J. Douglas

  1659
  Citations

• Selective Sampling Using the Query by Committee Algorithm

  Yoav Freund;H. Sebastian Seung;Eli Shamir;Naftali Tishby

  1555
  Citations

• The manifold ways of perception

  H. Sebastian Seung;Daniel D. Lee

  1220
  Citations

• Serial two-photon tomography for automated ex vivo mouse brain imaging

  Timothy Ragan;Lolahon R Kadiri;Kannan Umadevi Venkataraju;Karsten Bahlmann

  750
  Citations

• How the brain keeps the eyes still.

  Unknown

  655
  Citations

• Space–time wiring specificity supports direction selectivity in the retina

  Jinseop S. Kim;Matthew J. Greene;Aleksandar Zlateski;Kisuk Lee

  564
  Citations

• Simple, Scalable Proteomic Imaging for High-Dimensional Profiling of Intact Systems

  Evan Murray;Jae Hun Cho;Daniel Goodwin;Taeyun Ku;Taeyun Ku

  534
  Citations

• Convolutional networks can learn to generate affinity graphs for image segmentation

  Srinivas C. Turaga;Joseph F. Murray;Viren Jain;Fabian Roth

  494
  Citations

• Learning in spiking neural networks by reinforcement of stochastic synaptic transmission.

  H.Sebastian Seung

  433
  Citations

• Stability of the memory of eye position in a recurrent network of conductance-based model neurons.

  H.Sebastian Seung;H.Sebastian Seung;Daniel D. Lee;Ben Y. Reis;David W. Tank

  422
  Citations

• Crowdsourcing the creation of image segmentation algorithms for connectomics

  Ignacio Arganda-Carreras;Srinivas C. Turaga;Daniel R. Berger;Dan Cireşan

  367
  Citations

• Mapping Social Behavior-Induced Brain Activation at Cellular Resolution in the Mouse

  Yongsoo Kim;Kannan Umadevi Venkataraju;Kith Pradhan;Carolin Mende

  329
  Citations

• A solution to the single-question crowd wisdom problem

  Dražen Prelec;H. Sebastian Seung;John McCoy

  321
  Citations

• Motor Learning with Unstable Neural Representations

  Uri Rokni;Andrew G. Richardson;Emilio Bizzi;Emilio Bizzi;H. Sebastian Seung

  313
  Citations

• Supervised Learning of Image Restoration with Convolutional Networks

  V. Jain;J.F. Murray;F. Roth;S. Turaga

  285
  Citations

• Digital Museum of Retinal Ganglion Cells with Dense Anatomy and Physiology

  J. Alexander Bae;Shang Mu;Jinseop S. Kim;Nicholas L. Turner

  271
  Citations

• Superhuman Accuracy on the SNEMI3D Connectomics Challenge.

  Kisuk Lee;Jonathan Zung;Peter H. Li;Viren Jain

  229
  Citations

• Linear-Nonlinear-Poisson Models of Primate Choice Dynamics

  Greg S. Corrado;Leo P. Sugrue;H. Sebastian Seung;H. Sebastian Seung;William T. Newsome

  221
  Citations

• Hierarchical connectivity and connection-specific dynamics in the corticospinal-corticostriatal microcircuit in mouse motor cortex.

  Taro Kiritani;Ian R. Wickersham;H. Sebastian Seung;Gordon M. G. Shepherd

  205
  Citations

• Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks

  Richard H. R. Hahnloser;H. Sebastian Seung

  200
  Citations

• Unsupervised Learning by Convex and Conic Coding

  Daniel D. Lee;H. Sebastian Seung

  200
  Citations