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List of works by Sebastian Seung

25th Annual Computational Neuroscience Meeting: CNS-2016

scientific article

A Neural Network Based Head Tracking System ⬇️

A genetic and computational approach to structurally classify neuronal types

scientific article

A solution to the single-question crowd wisdom problem

scientific article (publication date: 25 January 2017)

A theory of neural integration in the head-direction system ⬇️

scientific article published in January 2002

Algorithms for non-negative matrix factorization ⬇️

scientific article published on 2001

An Error Detection and Correction Framework for Connectomics ⬇️

scientific article published in January 2017

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

scientific article

Anatomy and discharge properties of pre-motor neurons in the goldfish medulla that have eye-position signals during fixations

scientific article published in August 2000

Automated computation of arbor densities: a step toward identifying neuronal cell types

scientific article published on 25 November 2014

Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks ⬇️

scientific article published in January 2016

Axonal and subcellular labelling using modified rabies viral vectors ⬇️

scientific article published on January 1, 2013

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

scientific article published in June 2004

Boundary Learning by Optimization with Topological Constraints

article

Compile-time optimized and statically scheduled N-D convnet primitives for multi-core and many-core (Xeon Phi) CPUs

scientific article published on 31 May 2017

Connectome: How the Brain's Wiring Makes Us Who We Are

book by Sebastian Seung

Connectomic reconstruction of the inner plexiform layer in the mouse retina ⬇️

scientific article published on August 8, 2013

Continuous attractors and oculomotor control

scientific article published in October 1998

Convolutional nets for reconstructing neural circuits from brain images acquired by serial section electron microscopy

scientific article published on 01 April 2019

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

scientific article

Correlated discharge among cell pairs within the oculomotor horizontal velocity-to-position integrator.

scientific article published in November 2003

Crowdsourcing the creation of image segmentation algorithms for connectomics

scientific article

Digital Museum of Retinal Ganglion Cells with Dense Anatomy and Physiology

scientific article published in May 2018

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

scientific journal article

Distinct profiles of myelin distribution along single axons of pyramidal neurons in the neocortex

scientific article

Double-ring network model of the head-direction system

scientific article published on 9 October 2002

Electron Microscopic Reconstruction of Functionally Identified Cells in a Neural Integrator

scientific article published on 10 July 2017

Equivalence of backpropagation and contrastive Hebbian learning in a layered network

scientific article published in February 2003

Erratum: A genetic and computational approach to structurally classify neuronal subtypes

erratum of a scholarly article

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

scientific article published in Nature

Fast computation with spikes in a recurrent neural network

scientific article published on 20 May 2002

Gradient learning in spiking neural networks by dynamic perturbation of conductances

scientific article published on 28 July 2006

Half a century of Hebb

scientific article published in November 2000

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

scientific article published on April 4, 2012

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

scientific article published in November 2003

How the brain keeps the eyes still

scientific article published on November 1996

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

scientific article

Information, Prediction, and Query by Committee ⬇️

scientific article published in January 1993

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

scientific article

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

scientific article published on May 16, 2012

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

scientific article

Learning Continuous Attractors in Recurrent Networks ⬇️

scholarly article by H. Sebastian Seung published 1998 in Advances in Neural Information Processing Systems 10

Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks ⬇️

scientific article published in January 2004

Learning Generative Models with the Up Propagation Algorithm ⬇️

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

Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction

scientific article published in 2021

Learning curves for stochastic gradient descent in linear feedforward networks

scientific article published in December 2005

Learning in neural networks by reinforcement of irregular spiking

scientific article published on 30 April 2004

Learning in spiking neural networks by reinforcement of stochastic synaptic transmission

scientific article published in December 2003

Learning the parts of objects by non-negative matrix factorization

scientific article (publication date: 21 October 1999)

Learning to Agglomerate Superpixel Hierarchies ⬇️

scientific article published in January 2011

Lentiviral vectors for retrograde delivery of recombinases and transactivators

scientific article published on April 2015

Light-directed electrical stimulation of neurons cultured on silicon wafers

scientific article

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

scientific article published in August 2002

Linear-Nonlinear-Poisson models of primate choice dynamics

scientific article (publication date: November 2005)

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

scientific article published on October 2010

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

scientific article

Minimax and Hamiltonian Dynamics of Excitatory-Inhibitory Networks ⬇️

Model of birdsong learning based on gradient estimation by dynamic perturbation of neural conductances

scientific article published on 25 July 2007

Motor learning with unstable neural representations

scientific article

Multi-order Scaling of High-throughput Transmission Electron Microscopy

scholarly article

Neural voting machines.

scientific article published on 20 September 2006

Neuronal cell types and connectivity: lessons from the retina

scientific article

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

scientific article published on 01 September 2004

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

scientific article published on 9 April 2014

On-line Learning of Dichotomies ⬇️

scientific article published in January 1995

Operant matching as a Nash equilibrium of an intertemporal game

scientific article

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

scholarly article

Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks ⬇️

Permitted and forbidden sets in symmetric threshold-linear networks

scientific article published in March 2003

Pervasive Synaptic Branch Removal in the Mammalian Neuromuscular System at Birth ⬇️

scientific article published on 01 June 2012

Phase-referenced probe interferometer for biological surface profiling and displacement measurements.

scientific article published in December 2007

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

scholarly article

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

scholarly article

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

scientific article

Reading the book of memory: sparse sampling versus dense mapping of connectomes

scientific article published in April 2009

RealNeuralNetworks.jl: An Integrated Julia Package for Skeletonization, Morphological Analysis, and Synaptic Connectivity Analysis of Terabyte-Scale 3D Neural Segmentations

publication published on 01 January 2022

RealNeuralNetworks.jl: An Integrated Julia Package for Skeletonization, Morphological Analysis, and Synaptic Connectivity Analysis of Terabyte-Scale 3D Neural Segmentations

scientific article published in 2022

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

scientific article published in 2022

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

scholarly article by Kisuk Lee et al published 2015 in Advances in Neural Information Processing Systems 28

Representing Part-Whole Relationships in Recurrent Neural Networks ⬇️

scientific article published in January 2006

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

scientific article

Saturated Reconstruction of a Volume of Neocortex

scientific article published on July 2015

Sebastian Seung: I am my connectome

TEDGlobal 2010

Selectively grouping neurons in recurrent networks of lateral inhibition

scientific article published on November 2002

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

scientific article

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

scientific article (publication date: 3 December 2015)

Space-time wiring specificity supports direction selectivity in the retina

scientific article

Spike-based Learning Rules and Stabilization of Persistent Neural Activity ⬇️

Spontaneous eye movements in goldfish: oculomotor integrator performance, plasticity, and dependence on visual feedback

scientific article published on 01 March 2004

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

scientific article published on 7 April 2004

The Mind of a Mouse

scientific article published on 01 September 2020

The Rectified Gaussian Distribution ⬇️

The autapse: a simple illustration of short-term analog memory storage by tuned synaptic feedback

scientific article published in September 2000

The neural basis for a persistent internal state in Drosophila females

scientific article published on 23 November 2020

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

scientific article

Towards functional connectomics ⬇️

scientific article published on March 10, 2011

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

scientific article

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

scientific article published on December 8, 2010

Unsupervised Learning by Convex and Conic Coding ⬇️

scientific article published in January 1997

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

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