H. Seung

H. Sebastian Seung, Kisuk Lee, Aleksandar Zlateski, 2016, SC16: International Conference for High Performance Computing, Networking, Storage and Analysis.

Analogous Convergence of Sustained and Transient Inputs in Parallel On and Off Pathways for Retinal Motion Computation

H. Sebastian Seung, Matthew J. Greene, Jinseop S. Kim, 2016, Cell reports.

Neuronal Cell Types and Connectivity: Lessons from the Retina

H. Seung, U. Sümbül, 2014, Neuron.

Crowdsourcing the creation of image segmentation algorithms for connectomics

Joachim M. Buhmann, Changming Sun, H. Sebastian Seung, 2015, Front. Neuroanat..

Pervasive Synaptic Branch Removal in the Mammalian Neuromuscular System at Birth

Daniel R. Berger, H. Seung, N. Kasthuri, 2012, Neuron.

Operant Matching as a Nash Equilibrium of an Intertemporal Game

H. Sebastian Seung, Drazen Prelec, Yonatan Loewenstein, 2009, Neural Computation.

Learning in Intelligent Embedded Systems

H. Sebastian Seung, Daniel D. Lee, Daniel D. Lee, 1999, USENIX Workshop on Embedded Systems.

Trainable Weka Segmentation: A Machine Learning Tool for Microscopy Image Segmentation

H. Sebastian Seung, Ignacio Arganda-Carreras, Johannes Schindelin, 2014 .

VAST (Volume Annotation and Segmentation Tool): Efficient Manual and Semi-Automatic Labeling of Large 3D Image Stacks

H. Sebastian Seung, Daniel R. Berger, Jeff W. Lichtman, 2018, Front. Neural Circuits.

Structural and functional diversity of a dense sample of retinal ganglion cells

Kevin L. Briggman, Chris S. Jordan, H. Seung, 2017 .

Distinct Profiles of Myelin Distribution Along Single Axons of Pyramidal Neurons in the Neocortex

Daniel R. Berger, H. Seung, P. Arlotta, 2014, Science.

PZnet: Efficient 3D ConvNet Inference on Manycore CPUs

H. Sebastian Seung, Kai Li, Davit Buniatyan, 2019, CVC.

Caesar: Segment-Wise Alignment Method for Solving Discontinuous Deformations

H. Sebastian Seung, Sergiy Popovych, J. Alexander Bae, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks

H. Sebastian Seung, Yi Gu, David W. Tank, 2016, NIPS.

Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Prediction

H. Sebastian Seung, Kisuk Lee, Ashwin Vishwanathan, 2015, NIPS.

Learning to Agglomerate Superpixel Hierarchies

H. Sebastian Seung, Moritz Helmstaedter, Srinivas C. Turaga, 2011, NIPS.

BCI competition 2003-data set Ia: combining gamma-band power with slow cortical potentials to improve single-trial classification of electroencephalographic signals

Justin Werfel, H. Sebastian Seung, Brett D. Mensh, 2004, IEEE Transactions on Biomedical Engineering.

Learning Winner-take-all Competition Between Groups of Neurons in Lateral Inhibitory Networks

Xiaohui Xie, H. Sebastian Seung, Richard H. R. Hahnloser, 2000, NIPS.

Natural Image Denoising with Convolutional Networks

H. Sebastian Seung, Viren Jain, H. Seung, 2008, NIPS.

Equivalence of Backpropagation and Contrastive Hebbian Learning in a Layered Network

Xiaohui Xie, H. Sebastian Seung, H. Seung, 2003, Neural Computation.

Maximin affinity learning of image segmentation

H. Sebastian Seung, Moritz Helmstaedter, Srinivas C. Turaga, 2009, NIPS.

Algorithms for Non-negative Matrix Factorization

H. Sebastian Seung, Daniel D. Lee, Daniel D. Lee, 2000, NIPS.

How the brain keeps the eyes still.

H S Seung, J. Hopfield, H. Seung, 1996, Proceedings of the National Academy of Sciences of the United States of America.

ANNEALED THEORIES OF LEARNING

H. Seung, 1995 .

Machines that learn to segment images: a crucial technology for connectomics

Srinivas C. Turaga, Viren Jain, H Sebastian Seung, 2010, Current Opinion in Neurobiology.

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

Richard Hans Robert Hahnloser, H. Seung, R. Douglas, 2000, Nature.

Noncontact measurement of nerve displacement during action potential with a dual-beam low-coherence interferometer.

H. Seung, C. Fang-Yen, R. Dasari, 2004, Optics letters.

Robust persistent neural activity in a model integrator with multiple hysteretic dendrites per neuron.

H. Seung, D. Tank, J. Levine, 2003, Cerebral cortex.

Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition

Xiaohui Xie, H. Sebastian Seung, Richard H. R. Hahnloser, 2002, Neural Computation.

Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks

Xiaohui Xie, Justin Werfel, H. Sebastian Seung, 2003, Neural Computation.

JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR 2005, 84, 581–617 NUMBER 3(NOVEMBER) LINEAR-NONLINEAR-POISSON MODELS OF PRIMATE CHOICE DYNAMICS

H. Seung, W. Newsome, L. Sugrue, 2022 .

Motor Learning with Unstable Neural Representations

E. Bizzi, H. Seung, U. Rokni, 2007, Neuron.

Scaling Laws in Learning of Classification Tasks 17 MAY 1993

H. Seung, N. Barkai, H. S. Racah, .

Plasticity and tuning of the time course of analog persistent firing in a neural integrator.

H. Seung, D. Tank, R. Baker, 2004, Proceedings of the National Academy of Sciences of the United States of America.

Spike-based Learning Rules and Stabilization of Persistent Neural Activity

Xiaohui Xie, H. Sebastian Seung, H. Seung, 1999, NIPS.

Gradient learning in spiking neural networks by dynamic perturbation of conductances.

Ila R Fiete, H Sebastian Seung, H. Seung, 2006, Physical review letters.

A genetic and computational approach to structurally classify neuronal types

Sen Song, Michael Becker, Uygar Sümbül, 2014, Nature Communications.

Learning in neural networks by reinforcement of irregular spiking.

Xiaohui Xie, H Sebastian Seung, H. Seung, 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

The Autapse: A Simple Illustration of Short-Term Analog Memory Storage by Tuned Synaptic Feedback

H. Sebastian Seung, Daniel D. Lee, David W. Tank, 2004, Journal of Computational Neuroscience.

Continuous attractors and oculomotor control

H. Sebastian Seung, H. Seung, 1998, Neural Networks.

Nonlinear network models of the oculomotor integrator

Daniel D. Lee, H. Seung, D. Tank, 1997 .

Intrinsic bursting enhances the robustness of a neural network model of sequence generation by avian brain area HVC

H. Sebastian Seung, Dezhe Z. Jin, Fethi M. Ramazanoglu, 2007, Journal of Computational Neuroscience.

Development of High-Throughput, High-Resolution 3D Reconstruction of Large-Volume Biological Tissue Using Automated Tape Collection Ultramicrotomy and Scanning Electron Microscopy

Srinivas C. Turaga, Erik D. Fagerholm, Daniel R. Berger, 2011, Microscopy and Microanalysis.

Serial two-photon tomography: an automated method for ex-vivo mouse brain imaging

H. Seung, Ignacio Arganda-Carreras, K. Venkataraju, 2011, Nature Methods.

Mapping social behavior-induced brain activation at cellular resolution in the mouse.

Srinivas C. Turaga, H. Seung, K. Rockland, 2014, Cell reports.

Vapnik-chervonenkis Entropy of the Spherical

H. Seung, P. Riegler, 1996 .

Chandelier cell anatomy and function reveal a variably distributed but common signal

Casey M. Schneider-Mizell, Chris S. Jordan, H. Seung, 2020, bioRxiv.

Tilt aftereffect and adaptation-induced changes in orientation tuning in visual cortex.

H. Seung, M. Sur, Valentin Dragoi, 2005, Journal of neurophysiology.

Multiscale and multimodal reconstruction of cortical structure and function

Casey M. Schneider-Mizell, Chris S. Jordan, H. Seung, 2020, bioRxiv.

Learning Dense Voxel Embeddings for 3D Neuron Reconstruction

H. Seung, Kisuk Lee, Ran Lu, 2019, ArXiv.

Transgenic Targeting of Recombinant Rabies Virus Reveals Monosynaptic Connectivity of Specific Neurons

Ian R. Wickersham, H. Seung, E. Callaway, 2010, The Journal of Neuroscience.

The Rectiied Gaussian Distribution

H. Seung, N. Socci, D. D. Lee, 2022 .

The neural basis for a persistent internal state in Drosophila females

Claire E McKellar, Diego A. Pacheco, Chris S. Jordan, 2020, eLife.

Linear regression of eye velocity on eye position and head velocity suggests a common oculomotor neural integrator.

H. Seung, D. Tank, G. Major, 2002, Journal of neurophysiology.

Sample Variance Decay in Randomly Initialized ReLU Networks

H. Seung, Kyle Luther, 2019 .

Eye-Position Signals During Fixations Neurons in the Goldfish Medulla That Have Anatomy and Discharge Properties of Pre-Motor

Aristides B. Arrenberg, H. Seung, D. Tank, 2015 .

History dependence of rate covariation between neurons during persistent activity in an oculomotor integrator.

David W Tank, H Sebastian Seung, Guy Major, 2003, Cerebral cortex.

Behavioral/systems/cognitive Correlated Discharge among Cell Pairs within the Oculomotor Horizontal Velocity-to-position Integrator Materials and Methods

David W Tank, H Sebastian Seung, Emre Aksay, 2022 .

Multiplicative Updates for Unsupervised and Contrastive Learning in Vision

H. Sebastian Seung, Daniel D. Lee, Lawrence K. Saul, .

Laminarly Orthogonal Excitation of Fast-Spiking and Low-Threshold-Spiking Interneurons in Mouse Motor Cortex

Ian R. Wickersham, H Sebastian Seung, Ian R Wickersham, 2012, The Journal of Neuroscience.

Petascale neural circuit reconstruction: automated methods

Saumil S. Patel, Paul G. Fahey, Casey M. Schneider-Mizell, 2021, bioRxiv.

Orientation Tuning in Visual Cortex Tilt Aftereffect and Adaptation-Induced Changes in

H. Seung, Valentin Dragoi, 2005 .

A Fast Flexible Ink-Jet Printing Method for Patterning Networks of Neurons in Culture

H. Seung, 2014 .

Rigorous learning curve bounds from statistical mechanics

David Haussler, H. Sebastian Seung, Naftali Tishby, 1994, Machine-mediated learning.

Analogous Convergence of Sustained and Transient Inputs in Parallel On and Off Pathways for Retinal Motion Computation

H. Seung, M. Greene, Jinseop S. Kim, 2016, Cell reports.

aser-evoked synaptic transmission in cultured hippocampal neurons xpressing channelrhodopsin-2 delivered by adeno-associated virus

H. Seung, M. T. Hasan, En-jie Wang, 2009 .

Laser-evoked synaptic transmission in cultured hippocampal neurons channelrhodopsin-2 delivered by adeno-associated virus

H. Seung, M. T. Hasan, Jennifer Wang, 2009 .

Stacked unsupervised learning with a network architecture found by supervised meta-learning

Kyle L. Luther, H. Seung, Kyle Luther, 2022, ArXiv.

Rigorous learning curve bounds from statistical mechanics

D. Haussler, M. Kearns, H. Seung, 1994, Machine Learning.

between reward and neural activity Operant matching is a generic outcome of synaptic plasticity based on the covariance

H. Seung, Y. Loewenstein, 2006 .

Quantitative Census of Local Somatic Features in Mouse Visual Cortex

Paul G. Fahey, Shanka Subhra Mondal, Chris S. Jordan, 2022, bioRxiv.

Production of glycoprotein-deleted rabies viruses for monosynaptic tracing and high-level gene expression in neurons

Ian R. Wickersham, H Sebastian Seung, Ian R Wickersham, 2010, Nature Protocols.

Linear Network Models of the Oculomotor Integrators

H. Seung, 1995 .

Structural and functional diversity of a dense sample of retinal ganglion cells

Chris S. Jordan, H. Seung, K. Briggman, 2017 .

Special Nuclear Layer Contacts Among Starburst Amacrine Cells in the Mouse Retina

Chris S. Jordan, H. Seung, Nicholas L. Turner, 2022, bioRxiv.

Reward Prediction Error as an Exploration Objective in Deep RL

H. Sebastian Seung, Daniel D. Lee, Eric Mitchell, 2019, IJCAI.

Multi-order Scaling of High-throughput Transmission Electron Microscopy.

H. Seung, Ashwin Vishwanathan, A. Wanner, 2019, Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada.

Igneous: Distributed dense 3D segmentation meshing, neuron skeletonization, and hierarchical downsampling

H. Seung, A. Zlateski, Jingpeng Wu, 2022, Frontiers in Neural Circuits.

Tools for comprehensive reconstruction and analysis of Drosophila motor circuits

Anthony W. Azevedo, Chris J. Dallmann, Chris S. Jordan, 2022, bioRxiv.

Sensitivity of Sparse Codes to Image Distortions

Kyle L. Luther, H. Seung, Kyle Luther, 2022, Neural Computation.

H. Seung, Kyle Luther, 2022, ArXiv.

Fast computation with spikes in a recurrent neural network.

Dezhe Z Jin, H Sebastian Seung, H. Seung, 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

Structure and function of axo-axonic inhibition

Chris S. Jordan, H. Seung, R. Reid, 2021, eLife.

Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction

Ran Lu, H. Sebastian Seung, Kyle L. Luther, 2019, IEEE Transactions on Medical Imaging.

Oligodendrocyte precursor cells prune axons in the mouse neocortex

Trygve E Bakken, Chris S. Jordan, H. Seung, 2021, bioRxiv.

Lentiviral vectors for retrograde delivery of recombinases and transactivators.

Ian R. Wickersham, H. Seung, H. A. Sullivan, 2015, Cold Spring Harbor protocols.

Cell-type-specific inhibitory circuitry from a connectomic census of mouse visual cortex

Paul G. Fahey, Shanka Subhra Mondal, Chris S. Jordan, 2023, bioRxiv.

Reconstruction of neocortex: Organelles, compartments, cells, circuits, and activity

Chris S. Jordan, H. Seung, L. Paninski, 2022, Cell.

Plasticity and tuning by visual feedback of the stability of a neural integrator.

H Sebastian Seung, David W Tank, Guy Major, 2004, Proceedings of the National Academy of Sciences of the United States of America.

The Mind of a Mouse

Bruce R. Rosen, Terrence J. Sejnowski, Yann LeCun, 2020, Cell.

Hierarchical Connectivity and Connection-Specific Dynamics in the Corticospinal–Corticostriatal Microcircuit in Mouse Motor Cortex

Ian R. Wickersham, Taro Kiritani, H Sebastian Seung, 2012, The Journal of Neuroscience.

Operant matching is a generic outcome of synaptic plasticity based on the covariance between reward and neural activity

Yonatan Loewenstein, H Sebastian Seung, H. Seung, 2006, Proceedings of the National Academy of Sciences.

Double-ring network model of the head-direction system.

Richard H R Hahnloser, Xiaohui Xie, H Sebastian Seung, 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

Oligodendrocyte precursor cells ingest axons in the mouse neocortex

Trygve E Bakken, H. Seung, R. Reid, 2022, Proceedings of the National Academy of Sciences of the United States of America.

Integrating EM and Patch-seq data: Synaptic connectivity and target specificity of predicted Sst transcriptomic types

H. Seung, R. Reid, Hongkui Zeng, 2023, bioRxiv.

NEURD: automated proofreading and feature extraction for connectomics

Edgar Y. Walker, Paul G. Fahey, H. Seung, 2023, bioRxiv.

Temporal sparseness of the premotor drive is important for rapid learning in a neural network model of birdsong.

Ila R Fiete, Richard H R Hahnloser, Michale S Fee, 2004, Journal of neurophysiology.

Large-scale image segmentation based on distributed clustering algorithms pdf

Ran Lu, H. Sebastian Seung, Aleksandar Zlateski, 2021, ArXiv.

Laser-evoked synaptic transmission in cultured hippocampal neurons expressing channelrhodopsin-2 delivered by adeno-associated virus

H. Sebastian Seung, Mazahir T. Hasan, H. Seung, 2009, Journal of Neuroscience Methods.

Olfactory projectome in the zebrafish forebrain revealed by genetic single-neuron labelling

Ignacio Arganda-Carreras, Miwa Masuda, Yoshihiro Yoshihara, 2014, Nature Communications.

Light-directed electrical stimulation of neurons cultured on silicon wafers.

H Sebastian Seung, H. Seung, Artem Starovoytov, 2005, Journal of neurophysiology.

Cultured on Silicon Wafers Light-Directed Electrical Stimulation of Neurons

H. Seung, A. Starovoytov, Jung Choi, 2005 .

Simple models for reading neuronal population codes.

H Sompolinsky, H S Seung, Richard C. Wilson, 1993, Proceedings of the National Academy of Sciences of the United States of America.

Predicting modular functions and neural coding of behavior from a synaptic wiring diagram

Alexandro D. Ramirez, H. Seung, Jingpeng Wu, 2020, bioRxiv.

Axonal and subcellular labeling using modified rabies viral vectors

Ian R. Wickersham, H. Seung, H. Sullivan, 2013, Nature Communications.

Stretched sinograms for limited-angle tomographic reconstruction with neural networks

H. Seung, Kyle Luther, 2023, arXiv.org.

NEURD: A mesh decomposition framework for automated proofreading and morphological analysis of neuronal EM reconstructions.

Edgar Y. Walker, Paul G. Fahey, H. Seung, 2023, bioRxiv : the preprint server for biology.

In situ X-ray-assisted electron microscopy staining for large biological samples

H. Seung, D. Tank, A. Wanner, 2021, bioRxiv.

Imaging voltage-dependent cell motions with heterodyne Mach-Zehnder phase microscopy.

Michael S Feld, Wonshik Choi, Ramachandra R Dasari, 2007, Optics letters.

Neuronal wiring diagram of an adult brain

H. Seung, G. Jefferis, D. Bock, 2023, bioRxiv.

3D reconstruction of cell nuclei in a full Drosophila brain

Kyle L. Luther, Zoe C. Ashwood, H. Seung, 2021 .

profiles of myelin along single axons of pyramidal neurons in the neocortex.

H. Seung, P. Arlotta, Hsu-hsin Chen, 2022 .

Special nuclear layer contacts between starburst amacrine cells in the mouse retina

H. Seung, W. Silversmith, Merlin Moore, 2023, Frontiers in Ophthalmology.

Synaptic architecture of leg and wing motor control networks in Drosophila

Anthony W. Azevedo, Chris J. Dallmann, H. Seung, 2023, bioRxiv.

DDGM: Solving inverse problems by Diffusive Denoising of Gradient-based Minimization

Kyle L. Luther, H. Seung, 2023, ArXiv.

Group report: Microcircuits, molecules, and motivated behavior--Microcircuits in the striatum

H. Seung, J. Wickens, D. Plenz, 2006 .

Abstracts of the 15th Annual Meeting of the Israel Society for Neuroscience Eilat, Israel, December 3–5, 2006

Leslie G. Ungerleider, D. Amit, H. Seung, 2006, Neural Plasticity.

Functional connectomics reveals general wiring rule in mouse visual cortex

Edgar Y. Walker, Paul G. Fahey, H. Seung, 2023, bioRxiv.

Chunkflow: hybrid cloud processing of large 3D images by convolutional nets

H. Seung, Jingpeng Wu, Kisuk Lee, 2021, Nature Methods.

Cyclic structure with cellular precision in a vertebrate sensorimotor neural circuit

H. Seung, Jingpeng Wu, Dodam Ih, 2023, Current Biology.

Connectomic reconstruction of the inner plexiform layer in the mouse retina

Srinivas C. Turaga, H. Seung, W. Denk, 2013, Nature.

CAVE: Connectome Annotation Versioning Engine

H. Seung, R. Reid, H. Pfister, 2023, bioRxiv.

FlyWire: online community for whole-brain connectomics

Christa A. Baker, Zoe C. Ashwood, H. Seung, 2021, Nature Methods.

Whole-brain annotation and multi-connectome cell typing quantifies circuit stereotypy in Drosophila

Sridhar R. Jagannathan, H. Seung, G. Jefferis, 2023, bioRxiv.

Neuronal wiring diagram of an adult brain

H. Seung, G. Jefferis, D. Bock, 2023, bioRxiv.

Neural network models of birdsong production , learning , and coding

H. Sebastian Seung, Ila R. Fiete, H. Seung, 2007 .

Mapping social behavior-induced brain activation at cellular resolution in the mouse.

Srinivas C. Turaga, H. Seung, K. Rockland, 2014, Cell reports.

Lentiviral vectors for retrograde delivery of recombinases and transactivators.

Ian R. Wickersham, H. Seung, I. Verma, 2015, Cold Spring Harbor protocols.

Pervasive Synaptic Branch Removal in the Mammalian Neuromuscular System at Birth

H. Seung, N. Kasthuri, J. Lichtman, 2012, Neuron.

Amplification , Attenuation , and Integration 3 4

H. Sebastian Seung, H. Seung, 2002 .

Connectomic reconstruction of the inner plexiform layer in the mouse retina

Srinivas C. Turaga, H. Seung, W. Denk, 2013, Nature.

Cyclic structure with cellular precision in a vertebrate sensorimotor neural circuit

H. Seung, Jingpeng Wu, Dodam Ih, 2023, Current Biology.

Selective Sampling Using the Query by Committee Algorithm

Y. Freund, H. Seung, Naftali Tishby, 1997, Machine Learning.

The Advanced Computing Systems Association Learning in Intelligent Embedded Systems Learning in Intelligent Embedded Systems

Daniel D. Lee, H. Seung, 2022 .