H Sebastian Seung - Publications

Affiliations: 
Massachusetts Institute of Technology, Cambridge, MA, United States 
 Princeton University, Princeton, NJ 
Website:
https://pni.princeton.edu/faculty/h.-sebastian-seung

88 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Wu J, Turner N, Bae JA, Vishwanathan A, Seung HS. RealNeuralNetworks.jl: An Integrated Julia Package for Skeletonization, Morphological Analysis, and Synaptic Connectivity Analysis of Terabyte-Scale 3D Neural Segmentations. Frontiers in Neuroinformatics. 16: 828169. PMID 35311003 DOI: 10.3389/fninf.2022.828169  0.758
2022 Turner NL, Macrina T, Bae JA, Yang R, Wilson AM, Schneider-Mizell C, Lee K, Lu R, Wu J, Bodor AL, Bleckert AA, Brittain D, Froudarakis E, Dorkenwald S, Collman F, ... ... Seung HS, et al. Reconstruction of neocortex: Organelles, compartments, cells, circuits, and activity. Cell. PMID 35216674 DOI: 10.1016/j.cell.2022.01.023  0.752
2021 Dorkenwald S, McKellar CE, Macrina T, Kemnitz N, Lee K, Lu R, Wu J, Popovych S, Mitchell E, Nehoran B, Jia Z, Bae JA, Mu S, Ih D, Castro M, ... ... Seung HS, et al. FlyWire: online community for whole-brain connectomics. Nature Methods. PMID 34949809 DOI: 10.1038/s41592-021-01330-0  0.653
2021 Schneider-Mizell CM, Bodor AL, Collman F, Brittain D, Bleckert A, Dorkenwald S, Turner NL, Macrina T, Lee K, Lu R, Wu J, Zhuang J, Nandi A, Hu B, Buchanan J, ... ... Seung HS, et al. Structure and function of axo-axonic inhibition. Elife. 10. PMID 34851292 DOI: 10.7554/eLife.73783  0.687
2021 Lee K, Lu R, Luther K, Seung HS. Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction. Ieee Transactions On Medical Imaging. PMID 34270419 DOI: 10.1109/TMI.2021.3097826  0.635
2021 Wu J, Silversmith WM, Lee K, Seung HS. Chunkflow: hybrid cloud processing of large 3D images by convolutional nets. Nature Methods. PMID 33750934 DOI: 10.1038/s41592-021-01088-5  0.594
2020 Deutsch DS, Pacheco DA, Encarnacion-Rivera L, Pereira TD, Fathy R, Clemens J, Girardin C, Calhoun AJ, Ireland EC, Burke AT, Dorkenwald S, McKellar CE, Macrina T, Lu R, Lee K, ... ... Seung HS, et al. The neural basis for a persistent internal state in females. Elife. 9. PMID 33225998 DOI: 10.7554/eLife.59502  0.666
2020 Abbott LF, Bock DD, Callaway EM, Denk W, Dulac C, Fairhall AL, Fiete I, Harris KM, Helmstaedter M, Jain V, Kasthuri N, LeCun Y, Lichtman JW, Littlewood PB, Luo L, ... ... Seung HS, et al. The Mind of a Mouse. Cell. 182: 1372-1376. PMID 32946777 DOI: 10.1016/J.Cell.2020.08.010  0.758
2019 Own CS, DeRego T, Own LS, Weppelman G, Wanner AA, Ströh S, Hammerschmith E, Vishwanathan A, Seung HS. Multi-order Scaling of High-throughput Transmission Electron Microscopy. Microscopy and Microanalysis : the Official Journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada. 25: 1040-1041. PMID 34421339 DOI: 10.1017/s1431927619005932  0.724
2019 Lee K, Turner N, Macrina T, Wu J, Lu R, Seung HS. Convolutional nets for reconstructing neural circuits from brain images acquired by serial section electron microscopy. Current Opinion in Neurobiology. 55: 188-198. PMID 31071619 DOI: 10.1016/J.Conb.2019.04.001  0.684
2019 Own CS, DeRego T, Own LS, Weppelman G, Wanner AA, Ströh S, Hammerschmith E, Vishwanathan A, Seung HS. Multi-order Scaling of High-throughput Transmission Electron Microscopy Microscopy and Microanalysis. 25: 1040-1041. DOI: 10.1017/S1431927619005932  0.756
2018 Berger DR, Seung HS, Lichtman JW. VAST (Volume Annotation and Segmentation Tool): Efficient Manual and Semi-Automatic Labeling of Large 3D Image Stacks. Frontiers in Neural Circuits. 12: 88. PMID 30386216 DOI: 10.3389/fncir.2018.00088  0.68
2018 Bae JA, Mu S, Kim JS, Turner NL, Tartavull I, Kemnitz N, Jordan CS, Norton AD, Silversmith WM, Prentki R, Sorek M, David C, Jones DL, Bland D, Sterling ALR, ... ... Seung HS, et al. Digital Museum of Retinal Ganglion Cells with Dense Anatomy and Physiology. Cell. 173: 1293-1306.e19. PMID 29775596 DOI: 10.1016/j.cell.2018.04.040  0.32
2017 Vishwanathan A, Daie K, Ramirez AD, Lichtman JW, Aksay ERF, Seung HS. Electron Microscopic Reconstruction of Functionally Identified Cells in a Neural Integrator. Current Biology : Cb. PMID 28712570 DOI: 10.1016/J.Cub.2017.06.028  0.807
2017 Arganda-Carreras I, Kaynig V, Rueden C, Eliceiri KW, Schindelin J, Cardona A, Seung HS. Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification. Bioinformatics (Oxford, England). PMID 28369169 DOI: 10.1093/bioinformatics/btx180  0.316
2017 Zlateski A, Lee K, Seung HS. Scalable training of 3D convolutional networks on multi- and many-cores Journal of Parallel and Distributed Computing. 106: 195-204. DOI: 10.1016/J.Jpdc.2017.02.006  0.604
2015 Arganda-Carreras I, Turaga SC, Berger DR, Cireşan D, Giusti A, Gambardella LM, Schmidhuber J, Laptev D, Dwivedi S, Buhmann JM, Liu T, Seyedhosseini M, Tasdizen T, Kamentsky L, Burget R, ... ... Seung HS, et al. Crowdsourcing the creation of image segmentation algorithms for connectomics. Frontiers in Neuroanatomy. 9: 142. PMID 26594156 DOI: 10.3389/Fnana.2015.00142  0.767
2015 Kasthuri N, Hayworth KJ, Berger DR, Schalek RL, Conchello JA, Knowles-Barley S, Lee D, Vázquez-Reina A, Kaynig V, Jones TR, Roberts M, Morgan JL, Tapia JC, Seung HS, Roncal WG, et al. Saturated Reconstruction of a Volume of Neocortex. Cell. 162: 648-61. PMID 26232230 DOI: 10.1016/J.Cell.2015.06.054  0.706
2015 Wickersham IR, Sullivan HA, Pao GM, Hamanaka H, Goosens KA, Verma IM, Seung HS. Lentiviral vectors for retrograde delivery of recombinases and transactivators. Cold Spring Harbor Protocols. 2015: 368-74. PMID 25834255 DOI: 10.1101/Pdb.Prot075879  0.669
2015 Kim Y, Venkataraju KU, Pradhan K, Mende C, Taranda J, Turaga SC, Arganda-Carreras I, Ng L, Hawrylycz MJ, Rockland KS, Seung HS, Osten P. Mapping social behavior-induced brain activation at cellular resolution in the mouse. Cell Reports. 10: 292-305. PMID 25558063 DOI: 10.1016/J.Celrep.2014.12.014  0.767
2015 Kasthuri N, Hayworth KJ, Berger DR, Schalek RL, Conchello JA, Knowles-Barley S, Lee D, Vázquez-Reina A, Kaynig V, Jones TR, Roberts M, Morgan JL, Tapia JC, Seung HS, Roncal WG, et al. Saturated Reconstruction of a Volume of Neocortex Cell. 162: 648-661. DOI: 10.1016/j.cell.2015.06.054  0.685
2014 Sümbül U, Zlateski A, Vishwanathan A, Masland RH, Seung HS. Automated computation of arbor densities: a step toward identifying neuronal cell types. Frontiers in Neuroanatomy. 8: 139. PMID 25505389 DOI: 10.3389/Fnana.2014.00139  0.797
2014 Seung HS, Sümbül U. Neuronal cell types and connectivity: lessons from the retina. Neuron. 83: 1262-72. PMID 25233310 DOI: 10.1016/J.Neuron.2014.08.054  0.775
2014 Kim JS, Greene MJ, Zlateski A, Lee K, Richardson M, Turaga SC, Purcaro M, Balkam M, Robinson A, Behabadi BF, Campos M, Denk W, Seung HS. Space-time wiring specificity supports direction selectivity in the retina. Nature. 509: 331-6. PMID 24805243 DOI: 10.1038/Nature13240  0.762
2014 Tomassy GS, Berger DR, Chen HH, Kasthuri N, Hayworth KJ, Vercelli A, Seung HS, Lichtman JW, Arlotta P. Distinct profiles of myelin distribution along single axons of pyramidal neurons in the neocortex. Science (New York, N.Y.). 344: 319-24. PMID 24744380 DOI: 10.1126/Science.1249766  0.704
2014 Miyasaka N, Arganda-Carreras I, Wakisaka N, Masuda M, Sümbül U, Seung HS, Yoshihara Y. Olfactory projectome in the zebrafish forebrain revealed by genetic single-neuron labelling. Nature Communications. 5: 3639. PMID 24714622 DOI: 10.1038/Ncomms4639  0.767
2014 Sümbül U, Song S, McCulloch K, Becker M, Lin B, Sanes JR, Masland RH, Seung HS. A genetic and computational approach to structurally classify neuronal types. Nature Communications. 5: 3512. PMID 24662602 DOI: 10.1038/Ncomms4512  0.783
2014 Sümbül U, Song S, McCulloch K, Becker M, Lin B, Sanes JR, Masland RH, Seung HS. Erratum: A genetic and computational approach to structurally classify neuronal subtypes Nature Communications. 5. DOI: 10.1038/Ncomms5690  0.755
2014 Helmstaedter M, Briggman KL, Turaga SC, Jain V, Seung HS, Denk W. Erratum: Corrigendum: Connectomic reconstruction of the inner plexiform layer in the mouse retina. Nature. 514: 394-394. DOI: 10.1038/Nature13877  0.661
2013 Wickersham IR, Sullivan HA, Seung HS. Axonal and subcellular labelling using modified rabies viral vectors. Nature Communications. 4: 2332. PMID 23945836 DOI: 10.1038/Ncomms3332  0.657
2013 Helmstaedter M, Briggman KL, Turaga SC, Jain V, Seung HS, Denk W. Connectomic reconstruction of the inner plexiform layer in the mouse retina. Nature. 500: 168-74. PMID 23925239 DOI: 10.1038/Nature12346  0.719
2012 Tapia JC, Wylie JD, Kasthuri N, Hayworth KJ, Schalek R, Berger DR, Guatimosim C, Seung HS, Lichtman JW. Pervasive synaptic branch removal in the mammalian neuromuscular system at birth. Neuron. 74: 816-29. PMID 22681687 DOI: 10.1016/J.Neuron.2012.04.017  0.687
2012 Apicella AJ, Wickersham IR, Seung HS, Shepherd GM. Laminarly orthogonal excitation of fast-spiking and low-threshold-spiking interneurons in mouse motor cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 7021-33. PMID 22593070 DOI: 10.1523/Jneurosci.0011-12.2012  0.683
2012 Kiritani T, Wickersham IR, Seung HS, Shepherd GM. Hierarchical connectivity and connection-specific dynamics in the corticospinal-corticostriatal microcircuit in mouse motor cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 4992-5001. PMID 22492054 DOI: 10.1523/Jneurosci.4759-11.2012  0.706
2012 Ragan T, Kadiri LR, Venkataraju KU, Bahlmann K, Sutin J, Taranda J, Arganda-Carreras I, Kim Y, Seung HS, Osten P. Serial two-photon tomography for automated ex vivo mouse brain imaging. Nature Methods. 9: 255-8. PMID 22245809 DOI: 10.1038/Nmeth.1854  0.609
2011 Seung HS. Neuroscience: Towards functional connectomics. Nature. 471: 170-2. PMID 21390119 DOI: 10.1038/471170a  0.411
2011 Jain V, Turaga SC, Briggman KL, Helmstaedter MN, Denk W, Seung HS. Learning to agglomerate superpixel hierarchies Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 0.666
2010 Weible AP, Schwarcz L, Wickersham IR, Deblander L, Wu H, Callaway EM, Seung HS, Kentros CG. Transgenic targeting of recombinant rabies virus reveals monosynaptic connectivity of specific neurons. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 16509-13. PMID 21147990 DOI: 10.1523/Jneurosci.2442-10.2010  0.748
2010 Jain V, Seung HS, Turaga SC. Machines that learn to segment images: a crucial technology for connectomics. Current Opinion in Neurobiology. 20: 653-66. PMID 20801638 DOI: 10.1016/j.conb.2010.07.004  0.705
2010 Wickersham IR, Sullivan HA, Seung HS. Production of glycoprotein-deleted rabies viruses for monosynaptic tracing and high-level gene expression in neurons. Nature Protocols. 5: 595-606. PMID 20203674 DOI: 10.1038/Nprot.2009.248  0.682
2010 Turaga SC, Murray JF, Jain V, Roth F, Helmstaedter M, Briggman K, Denk W, Seung HS. Convolutional networks can learn to generate affinity graphs for image segmentation. Neural Computation. 22: 511-38. PMID 19922289 DOI: 10.1162/Neco.2009.10-08-881  0.741
2010 Jain V, Bollmann B, Richardson M, Berger DR, Helmstaedter MN, Briggman KL, Denk W, Bowden JB, Mendenhall JM, Abraham WC, Harris KM, Kasthuri N, Hayworth KJ, Schalek R, Tapia JC, ... ... Seung HS, et al. Boundary learning by optimization with topological constraints Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2488-2495. DOI: 10.1109/CVPR.2010.5539950  0.653
2010 Fiete IR, Seung HS. Birdsong Learning Encyclopedia of Neuroscience. 227-239. DOI: 10.1016/B978-008045046-9.01421-2  0.662
2009 Loewenstein Y, Prelec D, Seung HS. Operant matching as a Nash equilibrium of an intertemporal game. Neural Computation. 21: 2755-73. PMID 19635021 DOI: 10.1162/neco.2009.09-08-854  0.733
2009 Wang J, Hasan MT, Seung HS. Laser-evoked synaptic transmission in cultured hippocampal neurons expressing channelrhodopsin-2 delivered by adeno-associated virus. Journal of Neuroscience Methods. 183: 165-75. PMID 19560489 DOI: 10.1016/j.jneumeth.2009.06.024  0.349
2009 Seung HS. Reading the book of memory: sparse sampling versus dense mapping of connectomes. Neuron. 62: 17-29. PMID 19376064 DOI: 10.1016/j.neuron.2009.03.020  0.37
2009 Turaga SC, Briggman KL, Helmstaedter M, Denk W, Seung HS. Maximin affinity learning of image segmentation Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1865-1873.  0.669
2007 Fiete IR, Fee MS, Seung HS. Model of birdsong learning based on gradient estimation by dynamic perturbation of neural conductances. Journal of Neurophysiology. 98: 2038-57. PMID 17652414 DOI: 10.1152/jn.01311.2006  0.785
2007 Fang-Yen C, Oh S, Park Y, Choi W, Song S, Seung HS, Dasari RR, Feld MS. Imaging voltage-dependent cell motions with heterodyne Mach-Zehnder phase microscopy. Optics Letters. 32: 1572-4. PMID 17546192 DOI: 10.1364/Ol.32.001572  0.544
2007 Rokni U, Richardson AG, Bizzi E, Seung HS. Motor learning with unstable neural representations. Neuron. 54: 653-66. PMID 17521576 DOI: 10.1016/j.neuron.2007.04.030  0.378
2007 Jin DZ, Ramazano?lu FM, Seung HS. Intrinsic bursting enhances the robustness of a neural network model of sequence generation by avian brain area HVC. Journal of Computational Neuroscience. 23: 283-99. PMID 17440800 DOI: 10.1007/S10827-007-0032-Z  0.739
2007 Jain V, Murray JF, Roth F, Turaga S, Zhigulin V, Briggman KL, Helmstaedter MN, Denk W, Seung HS. Supervised learning of image restoration with convolutional networks Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408909  0.733
2006 Loewenstein Y, Seung HS. Operant matching is a generic outcome of synaptic plasticity based on the covariance between reward and neural activity. Proceedings of the National Academy of Sciences of the United States of America. 103: 15224-9. PMID 17008410 DOI: 10.1073/pnas.0505220103  0.757
2006 Fiete IR, Seung HS. Gradient learning in spiking neural networks by dynamic perturbation of conductances. Physical Review Letters. 97: 048104. PMID 16907616 DOI: 10.1103/PhysRevLett.97.048104  0.733
2005 Corrado GS, Sugrue LP, Seung HS, Newsome WT. Linear-Nonlinear-Poisson models of primate choice dynamics. Journal of the Experimental Analysis of Behavior. 84: 581-617. PMID 16596981 DOI: 10.1901/jeab.2005.23-05  0.604
2005 Werfel J, Xie X, Seung HS. Learning curves for stochastic gradient descent in linear feedforward networks. Neural Computation. 17: 2699-718. PMID 16212768 DOI: 10.1162/089976605774320539  0.579
2005 Jin DZ, Dragoi V, Sur M, Seung HS. Tilt aftereffect and adaptation-induced changes in orientation tuning in visual cortex. Journal of Neurophysiology. 94: 4038-50. PMID 16135549 DOI: 10.1152/jn.00571.2004  0.7
2004 Xie X, Seung HS. Learning in neural networks by reinforcement of irregular spiking. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 69: 041909. PMID 15169045 DOI: 10.1103/Physreve.69.041909  0.667
2004 Major G, Baker R, Aksay E, Seung HS, Tank DW. Plasticity and tuning of the time course of analog persistent firing in a neural integrator. Proceedings of the National Academy of Sciences of the United States of America. 101: 7745-50. PMID 15136747 DOI: 10.1073/Pnas.0401992101  0.599
2004 Major G, Baker R, Aksay E, Mensh B, Seung HS, Tank DW. Plasticity and tuning by visual feedback of the stability of a neural integrator. Proceedings of the National Academy of Sciences of the United States of America. 101: 7739-44. PMID 15136746 DOI: 10.1073/Pnas.0401970101  0.554
2004 Fiete IR, Hahnloser RH, Fee MS, Seung HS. Temporal sparseness of the premotor drive is important for rapid learning in a neural network model of birdsong. Journal of Neurophysiology. 92: 2274-82. PMID 15071087 DOI: 10.1152/jn.01133.2003  0.786
2004 Mensh BD, Aksay E, Lee DD, Seung HS, Tank DW. Spontaneous eye movements in goldfish: oculomotor integrator performance, plasticity, and dependence on visual feedback. Vision Research. 44: 711-26. PMID 14751555 DOI: 10.1016/J.Visres.2003.10.015  0.517
2003 Seung HS. Learning in spiking neural networks by reinforcement of stochastic synaptic transmission. Neuron. 40: 1063-73. PMID 14687542 DOI: 10.1016/S0896-6273(03)00761-X  0.389
2003 Aksay E, Baker R, Seung HS, Tank DW. Correlated discharge among cell pairs within the oculomotor horizontal velocity-to-position integrator. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 23: 10852-8. PMID 14645478 DOI: 10.1523/Jneurosci.23-34-10852.2003  0.559
2003 Goldman MS, Levine JH, Major G, Tank DW, Seung HS. Robust persistent neural activity in a model integrator with multiple hysteretic dendrites per neuron. Cerebral Cortex (New York, N.Y. : 1991). 13: 1185-95. PMID 14576210 DOI: 10.1093/Cercor/Bhg095  0.727
2003 Aksay E, Major G, Goldman MS, Baker R, Seung HS, Tank DW. History dependence of rate covariation between neurons during persistent activity in an oculomotor integrator. Cerebral Cortex (New York, N.Y. : 1991). 13: 1173-84. PMID 14576209 DOI: 10.1093/Cercor/Bhg099  0.677
2003 Hahnloser RH, Seung HS, Slotine JJ. Permitted and forbidden sets in symmetric threshold-linear networks. Neural Computation. 15: 621-38. PMID 12620160 DOI: 10.1162/089976603321192103  0.774
2003 Xie X, Seung HS. Equivalence of backpropagation and contrastive Hebbian learning in a layered network. Neural Computation. 15: 441-54. PMID 12590814 DOI: 10.1162/089976603762552988  0.666
2002 Xie X, Hahnloser RH, Seung HS. Double-ring network model of the head-direction system. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 66: 041902. PMID 12443230 DOI: 10.1103/PhysRevE.66.041902  0.781
2002 Xie X, Hahnloser RH, Seung HS. Selectively grouping neurons in recurrent networks of lateral inhibition. Neural Computation. 14: 2627-46. PMID 12433293 DOI: 10.1162/089976602760408008  0.793
2002 Goldman MS, Kaneko CR, Major G, Aksay E, Tank DW, Seung HS. Linear regression of eye velocity on eye position and head velocity suggests a common oculomotor neural integrator. Journal of Neurophysiology. 88: 659-65. PMID 12163519 DOI: 10.1152/Jn.2002.88.2.659  0.615
2002 Jin DZ, Seung HS. Fast computation with spikes in a recurrent neural network. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 65: 051922. PMID 12059608 DOI: 10.1103/PhysRevE.65.051922  0.732
2001 Aksay E, Gamkrelidze G, Seung HS, Baker R, Tank DW. In vivo intracellular recording and perturbation of persistent activity in a neural integrator. Nature Neuroscience. 4: 184-93. PMID 11175880 DOI: 10.1038/84023  0.539
2001 Xie X, Hahnloser R, Seung HS. Learning winner-take-all competition between groups of neurons in lateral inhibitory networks Advances in Neural Information Processing Systems 0.797
2000 Seung HS, Lee DD, Reis BY, Tank DW. The autapse: a simple illustration of short-term analog memory storage by tuned synaptic feedback. Journal of Computational Neuroscience. 9: 171-85. PMID 11030520 DOI: 10.1023/A:1008971908649  0.62
2000 Aksay E, Baker R, Seung HS, Tank DW. Anatomy and discharge properties of pre-motor neurons in the goldfish medulla that have eye-position signals during fixations. Journal of Neurophysiology. 84: 1035-49. PMID 10938326 DOI: 10.1152/Jn.2000.84.2.1035  0.566
2000 Hahnloser RH, Sarpeshkar R, Mahowald MA, Douglas RJ, Seung HS. Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit. Nature. 405: 947-51. PMID 10879535 DOI: 10.1038/35016072  0.786
2000 Seung HS, Lee DD, Reis BY, Tank DW. Stability of the memory of eye position in a recurrent network of conductance-based model neurons. Neuron. 26: 259-71. PMID 10798409 DOI: 10.1016/S0896-6273(00)81155-1  0.64
2000 Hahnloser RHR, Sarpeshkar R, Mahowald MA, Douglas RJ, Seung HS. Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit Nature. 408: 1012. DOI: 10.1038/35050018  0.513
1999 Lee DD, Seung HS. Learning the parts of objects by non-negative matrix factorization. Nature. 401: 788-91. PMID 10548103 DOI: 10.1038/44565  0.347
1997 Freund Y, Seung HS, Shamir E, Tishby N. Selective Sampling Using the Query by Committee Algorithm Machine Learning. 28: 133-168. DOI: 10.1023/A:1007330508534  0.567
1997 Haussler D, Kearns M, Seung HS, Tishby N. Rigorous learning curve bounds from statistical mechanics Machine Learning. 25: 195-236. DOI: 10.1007/BF00114010  0.542
1995 Barkai N, Seung HS, Sompolinsky H. Local and global convergence of on-line learning. Physical Review Letters. 75: 1415-1418. PMID 10060287 DOI: 10.1103/PhysRevLett.75.1415  0.651
1993 Barkai N, Seung HS, Sompolinsky H. Scaling laws in learning of classification tasks. Physical Review Letters. 70: 3167-3170. PMID 10053792 DOI: 10.1103/PhysRevLett.70.3167  0.655
1993 Seung HS, Sompolinsky H. Simple models for reading neuronal population codes. Proceedings of the National Academy of Sciences of the United States of America. 90: 10749-53. PMID 8248166 DOI: 10.1073/Pnas.90.22.10749  0.693
1992 Seung HS, Sompolinsky H, Tishby N. Statistical mechanics of learning from examples. Physical Review. A. 45: 6056-6091. PMID 9907706 DOI: 10.1103/PhysRevA.45.6056  0.758
1992 Seung HS, Opper M, Sompolinsky H. Query by committee Proceedings of the Fifth Annual Acm Workshop On Computational Learning Theory. 287-294.  0.601
1990 Sompolinsky H, Tishby N, Seung HS. Learning from examples in large neural networks. Physical Review Letters. 65: 1683-1686. PMID 10042332 DOI: 10.1103/PhysRevLett.65.1683  0.758
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