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BibTeX records: H. Sebastian Seung
@article{DBLP:journals/corr/abs-2306-10201, author = {Kyle L. Luther and H. Sebastian Seung}, title = {Stretched sinograms for limited-angle tomographic reconstruction with neural networks}, journal = {CoRR}, volume = {abs/2306.10201}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.10201}, doi = {10.48550/ARXIV.2306.10201}, eprinttype = {arXiv}, eprint = {2306.10201}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-10201.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-04946, author = {Kyle Luther and H. Sebastian Seung}, title = {{DDGM:} Solving inverse problems by Diffusive Denoising of Gradient-based Minimization}, journal = {CoRR}, volume = {abs/2307.04946}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.04946}, doi = {10.48550/ARXIV.2307.04946}, eprinttype = {arXiv}, eprint = {2307.04946}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-04946.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fini/WuTBVS22, author = {Jingpeng Wu and Nicholas L. Turner and J. Alexander Bae and Ashwin Vishwanathan and H. Sebastian Seung}, title = {RealNeuralNetworks.jl: An Integrated Julia Package for Skeletonization, Morphological Analysis, and Synaptic Connectivity Analysis of Terabyte-Scale 3D Neural Segmentations}, journal = {Frontiers Neuroinformatics}, volume = {16}, pages = {828169}, year = {2022}, url = {https://doi.org/10.3389/fninf.2022.828169}, doi = {10.3389/FNINF.2022.828169}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fini/WuTBVS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/LutherS22, author = {Kyle Luther and H. Sebastian Seung}, title = {Sensitivity of Sparse Codes to Image Distortions}, journal = {Neural Comput.}, volume = {34}, number = {7}, pages = {1616--1635}, year = {2022}, url = {https://doi.org/10.1162/neco\_a\_01513}, doi = {10.1162/NECO\_A\_01513}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/LutherS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LutherS22, author = {Kyle Luther and H. Sebastian Seung}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Kernel similarity matching with Hebbian networks}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0f98645119923217a245735c2c4d23f4-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LutherS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-07466, author = {Kyle Luther and H. Sebastian Seung}, title = {Sensitivity of sparse codes to image distortions}, journal = {CoRR}, volume = {abs/2204.07466}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.07466}, doi = {10.48550/ARXIV.2204.07466}, eprinttype = {arXiv}, eprint = {2204.07466}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-07466.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-07475, author = {Kyle Luther and H. Sebastian Seung}, title = {Kernel similarity matching with Hebbian neural networks}, journal = {CoRR}, volume = {abs/2204.07475}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.07475}, doi = {10.48550/ARXIV.2204.07475}, eprinttype = {arXiv}, eprint = {2204.07475}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-07475.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-02716, author = {Kyle Luther and H. Sebastian Seung}, title = {Stacked unsupervised learning with a network architecture found by supervised meta-learning}, journal = {CoRR}, volume = {abs/2206.02716}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.02716}, doi = {10.48550/ARXIV.2206.02716}, eprinttype = {arXiv}, eprint = {2206.02716}, timestamp = {Tue, 14 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-02716.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/LeeLLS21, author = {Kisuk Lee and Ran Lu and Kyle Luther and H. Sebastian Seung}, title = {Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction}, journal = {{IEEE} Trans. Medical Imaging}, volume = {40}, number = {12}, pages = {3801--3811}, year = {2021}, url = {https://doi.org/10.1109/TMI.2021.3097826}, doi = {10.1109/TMI.2021.3097826}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/LeeLLS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-10795, author = {Ran Lu and Aleksandar Zlateski and H. Sebastian Seung}, title = {Large-scale image segmentation based on distributed clustering algorithms}, journal = {CoRR}, volume = {abs/2106.10795}, year = {2021}, url = {https://arxiv.org/abs/2106.10795}, eprinttype = {arXiv}, eprint = {2106.10795}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-10795.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Simmons-EdlerEY20, author = {Riley Simmons{-}Edler and Ben Eisner and Daniel Yang and Anthony Bisulco and Eric Mitchell and H. Sebastian Seung and Daniel D. Lee}, editor = {Christian Bessiere}, title = {Reward Prediction Error as an Exploration Objective in Deep {RL}}, booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020}, pages = {2816--2823}, publisher = {ijcai.org}, year = {2020}, url = {https://doi.org/10.24963/ijcai.2020/390}, doi = {10.24963/IJCAI.2020/390}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Simmons-EdlerEY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/FanLCPIJSL20, author = {Xiaoran Fan and Daewon Lee and Yuan Chen and Colin Prepscius and Volkan Isler and Larry D. Jackel and H. Sebastian Seung and Daniel D. Lee}, title = {Acoustic Collision Detection and Localization for Robot Manipulators}, booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2020, Las Vegas, NV, USA, October 24, 2020 - January 24, 2021}, pages = {9529--9536}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IROS45743.2020.9341719}, doi = {10.1109/IROS45743.2020.9341719}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iros/FanLCPIJSL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isbi/TurnerLLWIS20, author = {Nicholas L. Turner and Kisuk Lee and Ran Lu and Jingpeng Wu and Dodam Ih and H. Sebastian Seung}, title = {Synaptic Partner Assignment Using Attentional Voxel Association Networks}, booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2020, Iowa City, IA, USA, April 3-7, 2020}, pages = {1--5}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ISBI45749.2020.9098489}, doi = {10.1109/ISBI45749.2020.9098489}, timestamp = {Wed, 04 Oct 2023 17:01:25 +0200}, biburl = {https://dblp.org/rec/conf/isbi/TurnerLLWIS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isbi/PopovychBS20, author = {Sergiy Popovych and J. Alexander Bae and H. Sebastian Seung}, title = {Caesar: Segment-Wise Alignment Method for Solving Discontinuous Deformations}, booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2020, Iowa City, IA, USA, April 3-7, 2020}, pages = {1214--1218}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ISBI45749.2020.9098363}, doi = {10.1109/ISBI45749.2020.9098363}, timestamp = {Sun, 07 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isbi/PopovychBS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/LutherYS19, author = {Kyle L. Luther and Runzhe Yang and H. Sebastian Seung}, editor = {Michael B. Matthews}, title = {Unsupervised learning by a "softened" correlation game: duality and convergence}, booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC} 2019, Pacific Grove, CA, USA, November 3-6, 2019}, pages = {876--883}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IEEECONF44664.2019.9048957}, doi = {10.1109/IEEECONF44664.2019.9048957}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acssc/LutherYS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvc/BuniatyanPIMZS19, author = {Davit Buniatyan and Sergiy Popovych and Dodam Ih and Thomas Macrina and Jonathan Zung and H. Sebastian Seung}, editor = {Kohei Arai and Supriya Kapoor}, title = {Weakly Supervised Deep Metric Learning for Template Matching}, booktitle = {Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference, {CVC} 2019, Las Vegas, Nevada, USA, 25-26 April 2019, Volume 1}, series = {Advances in Intelligent Systems and Computing}, volume = {943}, pages = {39--58}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-17795-9\_4}, doi = {10.1007/978-3-030-17795-9\_4}, timestamp = {Tue, 17 Dec 2019 10:49:12 +0100}, biburl = {https://dblp.org/rec/conf/cvc/BuniatyanPIMZS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvc/PopovychBZLS19, author = {Sergiy Popovych and Davit Buniatyan and Aleksandar Zlateski and Kai Li and H. Sebastian Seung}, editor = {Kohei Arai and Supriya Kapoor}, title = {PZnet: Efficient 3D ConvNet Inference on Manycore CPUs}, booktitle = {Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference, {CVC} 2019, Las Vegas, Nevada, USA, 25-26 April 2019, Volume 1}, series = {Advances in Intelligent Systems and Computing}, volume = {943}, pages = {369--383}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-17795-9\_27}, doi = {10.1007/978-3-030-17795-9\_27}, timestamp = {Tue, 11 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvc/PopovychBZLS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/TosunMEHLLISL19, author = {Tarik Tosun and Eric Mitchell and Ben Eisner and Jinwook Huh and Bhoram Lee and Daewon Lee and Volkan Isler and H. Sebastian Seung and Daniel D. Lee}, title = {Pixels to Plans: Learning Non-Prehensile Manipulation by Imitating a Planner}, booktitle = {2019 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2019, Macau, SAR, China, November 3-8, 2019}, pages = {7431--7438}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IROS40897.2019.8968224}, doi = {10.1109/IROS40897.2019.8968224}, timestamp = {Mon, 16 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iros/TosunMEHLLISL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isbi/GornetVNTLSOS19, author = {James Gornet and Kannan Umadevi Venkataraju and Arun Narasimhan and Nicholas L. Turner and Kisuk Lee and H. Sebastian Seung and Pavel Osten and Uygar S{\"{u}}mb{\"{u}}l}, title = {Reconstructing Neuronal Anatomy from Whole-Brain Images}, booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2019, Venice, Italy, April 8-11, 2019}, pages = {218--222}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ISBI.2019.8759197}, doi = {10.1109/ISBI.2019.8759197}, timestamp = {Wed, 04 Oct 2023 17:01:25 +0200}, biburl = {https://dblp.org/rec/conf/isbi/GornetVNTLSOS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isbi/LutherS19, author = {Kyle Luther and H. Sebastian Seung}, title = {Learning Metric Graphs for Neuron Segmentation in Electron Microscopy Images}, booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2019, Venice, Italy, April 8-11, 2019}, pages = {244--248}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ISBI.2019.8759576}, doi = {10.1109/ISBI.2019.8759576}, timestamp = {Mon, 15 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isbi/LutherS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-00100, author = {Kyle Luther and H. Sebastian Seung}, title = {Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images}, journal = {CoRR}, volume = {abs/1902.00100}, year = {2019}, url = {http://arxiv.org/abs/1902.00100}, eprinttype = {arXiv}, eprint = {1902.00100}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-00100.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-04942, author = {Kyle Luther and H. Sebastian Seung}, title = {Variance-Preserving Initialization Schemes Improve Deep Network Training: But Which Variance is Preserved?}, journal = {CoRR}, volume = {abs/1902.04942}, year = {2019}, url = {http://arxiv.org/abs/1902.04942}, eprinttype = {arXiv}, eprint = {1902.04942}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-04942.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-02536, author = {H. Sebastian Seung}, title = {Convergence of gradient descent-ascent analyzed as a Newtonian dynamical system with dissipation}, journal = {CoRR}, volume = {abs/1903.02536}, year = {2019}, url = {http://arxiv.org/abs/1903.02536}, eprinttype = {arXiv}, eprint = {1903.02536}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-02536.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-07027, author = {James Gornet and Kannan Umadevi Venkataraju and Arun Narasimhan and Nicholas L. Turner and Kisuk Lee and H. Sebastian Seung and Pavel Osten and Uygar S{\"{u}}mb{\"{u}}l}, title = {Reconstructing neuronal anatomy from whole-brain images}, journal = {CoRR}, volume = {abs/1903.07027}, year = {2019}, url = {http://arxiv.org/abs/1903.07027}, eprinttype = {arXiv}, eprint = {1903.07027}, timestamp = {Sun, 07 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-07027.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-07525, author = {Sergiy Popovych and Davit Buniatyan and Aleksandar Zlateski and Kai Li and H. Sebastian Seung}, title = {PZnet: Efficient 3D ConvNet Inference on Manycore CPUs}, journal = {CoRR}, volume = {abs/1903.07525}, year = {2019}, url = {http://arxiv.org/abs/1903.07525}, eprinttype = {arXiv}, eprint = {1903.07525}, timestamp = {Sat, 10 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-07525.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-10605, author = {Riley Simmons{-}Edler and Ben Eisner and Eric Mitchell and H. Sebastian Seung and Daniel D. Lee}, title = {Q-Learning for Continuous Actions with Cross-Entropy Guided Policies}, journal = {CoRR}, volume = {abs/1903.10605}, year = {2019}, url = {http://arxiv.org/abs/1903.10605}, eprinttype = {arXiv}, eprint = {1903.10605}, timestamp = {Thu, 01 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-10605.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-02643, author = {Eric Mitchell and Stefan Keselj and Sergiy Popovych and Davit Buniatyan and H. Sebastian Seung}, title = {Siamese Encoding and Alignment by Multiscale Learning with Self-Supervision}, journal = {CoRR}, volume = {abs/1904.02643}, year = {2019}, url = {http://arxiv.org/abs/1904.02643}, eprinttype = {arXiv}, eprint = {1904.02643}, timestamp = {Wed, 24 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-02643.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-03260, author = {Tarik Tosun and Eric Mitchell and Ben Eisner and Jinwook Huh and Bhoram Lee and Daewon Lee and Volkan Isler and H. Sebastian Seung and Daniel D. Lee}, title = {Pixels to Plans: Learning Non-Prehensile Manipulation by Imitating a Planner}, journal = {CoRR}, volume = {abs/1904.03260}, year = {2019}, url = {http://arxiv.org/abs/1904.03260}, eprinttype = {arXiv}, eprint = {1904.03260}, timestamp = {Thu, 01 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-03260.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-09947, author = {Nicholas L. Turner and Kisuk Lee and Ran Lu and Jingpeng Wu and Dodam Ih and H. Sebastian Seung}, title = {Synaptic Partner Assignment Using Attentional Voxel Association Networks}, journal = {CoRR}, volume = {abs/1904.09947}, year = {2019}, url = {http://arxiv.org/abs/1904.09947}, eprinttype = {arXiv}, eprint = {1904.09947}, timestamp = {Sun, 07 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-09947.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-10489, author = {Jingpeng Wu and William M. Silversmith and H. Sebastian Seung}, title = {Chunkflow: Distributed Hybrid Cloud Processing of Large 3D Images by Convolutional Nets}, journal = {CoRR}, volume = {abs/1904.10489}, year = {2019}, url = {http://arxiv.org/abs/1904.10489}, eprinttype = {arXiv}, eprint = {1904.10489}, timestamp = {Thu, 02 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-10489.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-12966, author = {Kisuk Lee and Nicholas L. Turner and Thomas Macrina and Jingpeng Wu and Ran Lu and H. Sebastian Seung}, title = {Convolutional nets for reconstructing neural circuits from brain images acquired by serial section electron microscopy}, journal = {CoRR}, volume = {abs/1904.12966}, year = {2019}, url = {http://arxiv.org/abs/1904.12966}, eprinttype = {arXiv}, eprint = {1904.12966}, timestamp = {Sun, 07 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-12966.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-08189, author = {Riley Simmons{-}Edler and Ben Eisner and Eric Mitchell and H. Sebastian Seung and Daniel D. Lee}, title = {QXplore: Q-learning Exploration by Maximizing Temporal Difference Error}, journal = {CoRR}, volume = {abs/1906.08189}, year = {2019}, url = {http://arxiv.org/abs/1906.08189}, eprinttype = {arXiv}, eprint = {1906.08189}, timestamp = {Thu, 01 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-08189.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-09872, author = {Kisuk Lee and Ran Lu and Kyle Luther and H. Sebastian Seung}, title = {Learning Dense Voxel Embeddings for 3D Neuron Reconstruction}, journal = {CoRR}, volume = {abs/1909.09872}, year = {2019}, url = {http://arxiv.org/abs/1909.09872}, eprinttype = {arXiv}, eprint = {1909.09872}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-09872.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-02932, author = {Riley Simmons{-}Edler and Anders Miltner and H. Sebastian Seung}, title = {Program Synthesis Through Reinforcement Learning Guided Tree Search}, journal = {CoRR}, volume = {abs/1806.02932}, year = {2018}, url = {http://arxiv.org/abs/1806.02932}, eprinttype = {arXiv}, eprint = {1806.02932}, timestamp = {Wed, 24 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-02932.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-11581, author = {H. Sebastian Seung}, title = {Unsupervised learning by a nonlinear network with Hebbian excitatory and anti-Hebbian inhibitory neurons}, journal = {CoRR}, volume = {abs/1812.11581}, year = {2018}, url = {http://arxiv.org/abs/1812.11581}, eprinttype = {arXiv}, eprint = {1812.11581}, timestamp = {Thu, 03 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-11581.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-11937, author = {H. Sebastian Seung}, title = {Two "correlation games" for a nonlinear network with Hebbian excitatory neurons and anti-Hebbian inhibitory neurons}, journal = {CoRR}, volume = {abs/1812.11937}, year = {2018}, url = {http://arxiv.org/abs/1812.11937}, eprinttype = {arXiv}, eprint = {1812.11937}, timestamp = {Thu, 03 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-11937.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/Arganda-Carreras17, author = {Ignacio Arganda{-}Carreras and Verena Kaynig and Curtis Rueden and Kevin W. Eliceiri and Johannes E. Schindelin and Albert Cardona and H. Sebastian Seung}, title = {Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification}, journal = {Bioinform.}, volume = {33}, number = {15}, pages = {2424--2426}, year = {2017}, url = {https://doi.org/10.1093/bioinformatics/btx180}, doi = {10.1093/BIOINFORMATICS/BTX180}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/Arganda-Carreras17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jpdc/ZlateskiLS17, author = {Aleksandar Zlateski and Kisuk Lee and H. Sebastian Seung}, title = {Scalable training of 3D convolutional networks on multi- and many-cores}, journal = {J. Parallel Distributed Comput.}, volume = {106}, pages = {195--204}, year = {2017}, url = {https://doi.org/10.1016/j.jpdc.2017.02.006}, doi = {10.1016/J.JPDC.2017.02.006}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jpdc/ZlateskiLS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ics/ZlateskiS17, author = {Aleksandar Zlateski and H. Sebastian Seung}, editor = {William D. Gropp and Pete Beckman and Zhiyuan Li and Francisco J. Cazorla}, title = {Compile-time optimized and statically scheduled {N-D} convnet primitives for multi-core and many-core (Xeon Phi) CPUs}, booktitle = {Proceedings of the International Conference on Supercomputing, {ICS} 2017, Chicago, IL, USA, June 14-16, 2017}, pages = {8:1--8:10}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3079079.3079081}, doi = {10.1145/3079079.3079081}, timestamp = {Tue, 06 Nov 2018 11:07:02 +0100}, biburl = {https://dblp.org/rec/conf/ics/ZlateskiS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZungTLS17, author = {Jonathan Zung and Ignacio Tartavull and Kisuk Lee and H. Sebastian Seung}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {An Error Detection and Correction Framework for Connectomics}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {6818--6829}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/4500e4037738e13c0c18db508e18d483-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/ZungTLS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SeungZ17, author = {H. Sebastian Seung and Jonathan Zung}, title = {A correlation game for unsupervised learning yields computational interpretations of Hebbian excitation, anti-Hebbian inhibition, and synapse elimination}, journal = {CoRR}, volume = {abs/1704.00646}, year = {2017}, url = {http://arxiv.org/abs/1704.00646}, eprinttype = {arXiv}, eprint = {1704.00646}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SeungZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BuniatyanMIZS17, author = {Davit Buniatyan and Thomas Macrina and Dodam Ih and Jonathan Zung and H. Sebastian Seung}, title = {Deep Learning Improves Template Matching by Normalized Cross Correlation}, journal = {CoRR}, volume = {abs/1705.08593}, year = {2017}, url = {http://arxiv.org/abs/1705.08593}, eprinttype = {arXiv}, eprint = {1705.08593}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BuniatyanMIZS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LeeZLJS17, author = {Kisuk Lee and Jonathan Zung and Peter Li and Viren Jain and H. Sebastian Seung}, title = {Superhuman Accuracy on the {SNEMI3D} Connectomics Challenge}, journal = {CoRR}, volume = {abs/1706.00120}, year = {2017}, url = {http://arxiv.org/abs/1706.00120}, eprinttype = {arXiv}, eprint = {1706.00120}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LeeZLJS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-02599, author = {Jonathan Zung and Ignacio Tartavull and H. Sebastian Seung}, title = {An Error Detection and Correction Framework for Connectomics}, journal = {CoRR}, volume = {abs/1708.02599}, year = {2017}, url = {http://arxiv.org/abs/1708.02599}, eprinttype = {arXiv}, eprint = {1708.02599}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-02599.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipps/ZlateskiLS16, author = {Aleksandar Zlateski and Kisuk Lee and H. Sebastian Seung}, title = {{ZNN} - {A} Fast and Scalable Algorithm for Training 3D Convolutional Networks on Multi-core and Many-Core Shared Memory Machines}, booktitle = {2016 {IEEE} International Parallel and Distributed Processing Symposium, {IPDPS} 2016, Chicago, IL, USA, May 23-27, 2016}, pages = {801--811}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/IPDPS.2016.119}, doi = {10.1109/IPDPS.2016.119}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipps/ZlateskiLS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ApthorpeRAHGTS16, author = {Noah J. Apthorpe and Alexander J. Riordan and Rob E. Aguilar and Jan Homann and Yi Gu and David W. Tank and H. Sebastian Seung}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {3270--3278}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/0771fc6f0f4b1d7d1bb73bbbe14e0e31-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ApthorpeRAHGTS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/ZlateskiLS16, author = {Aleksandar Zlateski and Kisuk Lee and H. Sebastian Seung}, editor = {John West and Cherri M. Pancake}, title = {ZNN\emph{i}: maximizing the inference throughput of 3D convolutional networks on CPUs and GPUs}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, {SC} 2016, Salt Lake City, UT, USA, November 13-18, 2016}, pages = {854--865}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/SC.2016.72}, doi = {10.1109/SC.2016.72}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sc/ZlateskiLS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZlateskiLS16, author = {Aleksandar Zlateski and Kisuk Lee and H. Sebastian Seung}, title = {ZNNi - Maximizing the Inference Throughput of 3D Convolutional Networks on Multi-Core CPUs and GPUs}, journal = {CoRR}, volume = {abs/1606.05688}, year = {2016}, url = {http://arxiv.org/abs/1606.05688}, eprinttype = {arXiv}, eprint = {1606.05688}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZlateskiLS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ApthorpeRAHGTS16, author = {Noah J. Apthorpe and Alexander J. Riordan and Rob E. Aguilar and Jan Homann and Yi Gu and David W. Tank and H. Sebastian Seung}, title = {Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks}, journal = {CoRR}, volume = {abs/1606.07372}, year = {2016}, url = {http://arxiv.org/abs/1606.07372}, eprinttype = {arXiv}, eprint = {1606.07372}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ApthorpeRAHGTS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeeZVS15, author = {Kisuk Lee and Aleksandar Zlateski and Ashwin Vishwanathan and H. Sebastian Seung}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Prediction}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {3573--3581}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/39dcaf7a053dc372fbc391d4e6b5d693-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LeeZVS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZlateskiS15, author = {Aleksandar Zlateski and H. Sebastian Seung}, title = {Image Segmentation by Size-Dependent Single Linkage Clustering of a Watershed Basin Graph}, journal = {CoRR}, volume = {abs/1505.00249}, year = {2015}, url = {http://arxiv.org/abs/1505.00249}, eprinttype = {arXiv}, eprint = {1505.00249}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZlateskiS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LeeZVS15, author = {Kisuk Lee and Aleksandar Zlateski and Ashwin Vishwanathan and H. Sebastian Seung}, title = {Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Detection}, journal = {CoRR}, volume = {abs/1508.04843}, year = {2015}, url = {http://arxiv.org/abs/1508.04843}, eprinttype = {arXiv}, eprint = {1508.04843}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LeeZVS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZlateskiLS15, author = {Aleksandar Zlateski and Kisuk Lee and H. Sebastian Seung}, title = {{ZNN} - {A} Fast and Scalable Algorithm for Training 3D Convolutional Networks on Multi-Core and Many-Core Shared Memory Machines}, journal = {CoRR}, volume = {abs/1510.06706}, year = {2015}, url = {http://arxiv.org/abs/1510.06706}, eprinttype = {arXiv}, eprint = {1510.06706}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZlateskiLS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/JainTBHDS11, author = {Viren Jain and Srinivas C. Turaga and Kevin L. Briggman and Moritz Helmstaedter and Winfried Denk and H. Sebastian Seung}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Learning to Agglomerate Superpixel Hierarchies}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {648--656}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/941e1aaaba585b952b62c14a3a175a61-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/JainTBHDS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/TuragaMJRHBDS10, author = {Srinivas C. Turaga and Joseph F. Murray and Viren Jain and Fabian Roth and Moritz Helmstaedter and Kevin L. Briggman and Winfried Denk and H. Sebastian Seung}, title = {Convolutional Networks Can Learn to Generate Affinity Graphs for Image Segmentation}, journal = {Neural Comput.}, volume = {22}, number = {2}, pages = {511--538}, year = {2010}, url = {https://doi.org/10.1162/neco.2009.10-08-881}, doi = {10.1162/NECO.2009.10-08-881}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/TuragaMJRHBDS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/JainBRBHBDBMAHKHSTLS10, author = {Viren Jain and Benjamin Bollmann and Mark Richardson and Daniel R. Berger and Moritz Helmstaedter and Kevin L. Briggman and Winfried Denk and Jared B. Bowden and John M. Mendenhall and Wickliffe C. Abraham and Kristen M. Harris and Narayanan Kasthuri and Ken J. Hayworth and Richard Schalek and Juan Carlos Tapia and Jeff W. Lichtman and H. Sebastian Seung}, title = {Boundary Learning by Optimization with Topological Constraints}, booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010}, pages = {2488--2495}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/CVPR.2010.5539950}, doi = {10.1109/CVPR.2010.5539950}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/JainBRBHBDBMAHKHSTLS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/LoewensteinPS09, author = {Yonatan Loewenstein and Drazen Prelec and H. Sebastian Seung}, title = {Operant Matching as a Nash Equilibrium of an Intertemporal Game}, journal = {Neural Comput.}, volume = {21}, number = {10}, pages = {2755--2773}, year = {2009}, url = {https://doi.org/10.1162/neco.2009.09-08-854}, doi = {10.1162/NECO.2009.09-08-854}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/LoewensteinPS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TuragaBHDS09, author = {Srinivas C. Turaga and Kevin L. Briggman and Moritz Helmstaedter and Winfried Denk and H. Sebastian Seung}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Maximin affinity learning of image segmentation}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {1865--1873}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/68d30a9594728bc39aa24be94b319d21-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/TuragaBHDS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0911-5372, author = {Srinivas C. Turaga and Kevin L. Briggman and Moritz Helmstaedter and Winfried Denk and H. Sebastian Seung}, title = {Maximin affinity learning of image segmentation}, journal = {CoRR}, volume = {abs/0911.5372}, year = {2009}, url = {http://arxiv.org/abs/0911.5372}, eprinttype = {arXiv}, eprint = {0911.5372}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0911-5372.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/JainS08, author = {Viren Jain and H. Sebastian Seung}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Natural Image Denoising with Convolutional Networks}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {769--776}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/c16a5320fa475530d9583c34fd356ef5-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/JainS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcns/JinRS07, author = {Dezhe Z. Jin and Fethi M. Ramazanoglu and H. Sebastian Seung}, title = {Intrinsic bursting enhances the robustness of a neural network model of sequence generation by avian brain area {HVC}}, journal = {J. Comput. Neurosci.}, volume = {23}, number = {3}, pages = {283--299}, year = {2007}, url = {https://doi.org/10.1007/s10827-007-0032-z}, doi = {10.1007/S10827-007-0032-Z}, timestamp = {Thu, 16 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcns/JinRS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/JainMRTZBHDS07, author = {Viren Jain and Joseph F. Murray and Fabian Roth and Srinivas C. Turaga and Valentin P. Zhigulin and Kevin L. Briggman and Moritz Helmstaedter and Winfried Denk and H. Sebastian Seung}, title = {Supervised Learning of Image Restoration with Convolutional Networks}, booktitle = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007, Rio de Janeiro, Brazil, October 14-20, 2007}, pages = {1--8}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICCV.2007.4408909}, doi = {10.1109/ICCV.2007.4408909}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/JainMRTZBHDS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/RichardsSP06, author = {Whitman Richards and H. Sebastian Seung and Galen Pickard}, title = {Neural voting machines}, journal = {Neural Networks}, volume = {19}, number = {8}, pages = {1161--1167}, year = {2006}, url = {https://doi.org/10.1016/j.neunet.2006.06.006}, doi = {10.1016/J.NEUNET.2006.06.006}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/RichardsSP06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/WerfelXS05, author = {Justin Werfel and Xiaohui Xie and H. Sebastian Seung}, title = {Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks}, journal = {Neural Comput.}, volume = {17}, number = {12}, pages = {2699--2718}, year = {2005}, url = {https://doi.org/10.1162/089976605774320539}, doi = {10.1162/089976605774320539}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/WerfelXS05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/JainZS05, author = {Viren Jain and Valentin P. Zhigulin and H. Sebastian Seung}, title = {Representing Part-Whole Relationships in Recurrent Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {563--570}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/370bfb31abd222b582245b977ea5f25a-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/JainZS05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/MenshWS04, author = {Brett D. Mensh and Justin Werfel and H. Sebastian Seung}, title = {{BCI} competition 2003-data set Ia: combining gamma-band power with slow cortical potentials to improve single-trial classification of electroencephalographic signals}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {51}, number = {6}, pages = {1052--1056}, year = {2004}, url = {https://doi.org/10.1109/TBME.2004.827081}, doi = {10.1109/TBME.2004.827081}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/MenshWS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/TedrakeZFS04, author = {Russ Tedrake and Teresa Weirui Zhang and Ming{-}fai Fong and H. Sebastian Seung}, title = {Actuating a Simple 3D Passive Dynamic Walker}, booktitle = {Proceedings of the 2004 {IEEE} International Conference on Robotics and Automation, {ICRA} 2004, April 26 - May 1, 2004, New Orleans, LA, {USA}}, pages = {4656--4661}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/ROBOT.2004.1302452}, doi = {10.1109/ROBOT.2004.1302452}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/TedrakeZFS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/TedrakeZS04, author = {Russ Tedrake and Teresa Weirui Zhang and H. Sebastian Seung}, title = {Stochastic policy gradient reinforcement learning on a simple 3D biped}, booktitle = {2004 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28 - October 2, 2004}, pages = {2849--2854}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/IROS.2004.1389841}, doi = {10.1109/IROS.2004.1389841}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/iros/TedrakeZS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/XieS03, author = {Xiaohui Xie and H. Sebastian Seung}, title = {Equivalence of Backpropagation and Contrastive Hebbian Learning in a Layered Network}, journal = {Neural Comput.}, volume = {15}, number = {2}, pages = {441--454}, year = {2003}, url = {https://doi.org/10.1162/089976603762552988}, doi = {10.1162/089976603762552988}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/XieS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/HahnloserSS03, author = {Richard H. R. Hahnloser and H. Sebastian Seung and Jean{-}Jacques E. Slotine}, title = {Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks}, journal = {Neural Comput.}, volume = {15}, number = {3}, pages = {621--638}, year = {2003}, url = {https://doi.org/10.1162/089976603321192103}, doi = {10.1162/089976603321192103}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/HahnloserSS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WerfelXS03, author = {Justin Werfel and Xiaohui Xie and H. Sebastian Seung}, editor = {Sebastian Thrun and Lawrence K. Saul and Bernhard Sch{\"{o}}lkopf}, title = {Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks}, booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and Whistler, British Columbia, Canada]}, pages = {1197--1204}, publisher = {{MIT} Press}, year = {2003}, url = {https://proceedings.neurips.cc/paper/2003/hash/f8b932c70d0b2e6bf071729a4fa68dfc-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WerfelXS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/XieHS02, author = {Xiaohui Xie and Richard H. R. Hahnloser and H. Sebastian Seung}, title = {Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition}, journal = {Neural Comput.}, volume = {14}, number = {11}, pages = {2627--2646}, year = {2002}, url = {https://doi.org/10.1162/089976602760408008}, doi = {10.1162/089976602760408008}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/XieHS02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HahnloserXS01, author = {Richard H. R. Hahnloser and Xiaohui Xie and H. Sebastian Seung}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {A theory of neural integration in the head-direction system}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {221--228}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/978d76676f5e7918f81d28e7d092ca0d-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/HahnloserXS01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcns/SeungLRT00, author = {H. Sebastian Seung and Daniel D. Lee and Ben Y. Reis and David W. Tank}, title = {The Autapse: {A} Simple Illustration of Short-Term Analog Memory Storage by Tuned Synaptic Feedback}, journal = {J. Comput. Neurosci.}, volume = {9}, number = {2}, pages = {171--185}, year = {2000}, url = {https://doi.org/10.1023/A:1008971908649}, doi = {10.1023/A:1008971908649}, timestamp = {Thu, 16 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcns/SeungLRT00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HahnloserS00, author = {Richard H. R. Hahnloser and H. Sebastian Seung}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {217--223}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/c8cbd669cfb2f016574e9d147092b5bb-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/HahnloserS00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XieHS00, author = {Xiaohui Xie and Richard H. R. Hahnloser and H. Sebastian Seung}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {Learning Winner-take-all Competition Between Groups of Neurons in Lateral Inhibitory Networks}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {350--356}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/aa2a77371374094fe9e0bc1de3f94ed9-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XieHS00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeeS00, author = {Daniel D. Lee and H. Sebastian Seung}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {Algorithms for Non-negative Matrix Factorization}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {556--562}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/f9d1152547c0bde01830b7e8bd60024c-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LeeS00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embsys/LeeS99, author = {Daniel D. Lee and H. Sebastian Seung}, editor = {Dan Geer and Mike Hawley}, title = {Learning in Intelligent Embedded Systems}, booktitle = {{USENIX} Workshop on Embedded Systems 1999, Cambridge, MA, USA, March 29-31, 1999}, publisher = {{USENIX} Association}, year = {1999}, url = {https://www.usenix.org/conference/workshop-embedded-systems/learning-intelligent-embedded-systems}, timestamp = {Wed, 04 Jul 2018 13:06:35 +0200}, biburl = {https://dblp.org/rec/conf/embsys/LeeS99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XieS99, author = {Xiaohui Xie and H. Sebastian Seung}, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {Spike-based Learning Rules and Stabilization of Persistent Neural Activity}, booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, pages = {199--208}, publisher = {The {MIT} Press}, year = {1999}, url = {http://papers.nips.cc/paper/1658-spike-based-learning-rules-and-stabilization-of-persistent-neural-activity}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/XieS99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/Seung98, author = {H. Sebastian Seung}, title = {Continuous attractors and oculomotor control}, journal = {Neural Networks}, volume = {11}, number = {7-8}, pages = {1253--1258}, year = {1998}, url = {https://doi.org/10.1016/S0893-6080(98)00064-1}, doi = {10.1016/S0893-6080(98)00064-1}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/Seung98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FreundSST97, author = {Yoav Freund and H. Sebastian Seung and Eli Shamir and Naftali Tishby}, title = {Selective Sampling Using the Query by Committee Algorithm}, journal = {Mach. Learn.}, volume = {28}, number = {2-3}, pages = {133--168}, year = {1997}, url = {https://doi.org/10.1023/A:1007330508534}, doi = {10.1023/A:1007330508534}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FreundSST97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SeungRLH97, author = {H. Sebastian Seung and Tom J. Richardson and J. C. Lagarias and John J. Hopfield}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Minimax and Hamiltonian Dynamics of Excitatory-Inhibitory Networks}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {329--335}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1336-minimax-and-hamiltonian-dynamics-of-excitatory-inhibitory-networks}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/SeungRLH97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SocciLS97, author = {Nicholas D. Socci and Daniel D. Lee and H. Sebastian Seung}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {The Rectified Gaussian Distribution}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {350--356}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1402-the-rectified-gaussian-distribution}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SocciLS97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/OhS97, author = {Jong{-}Hoon Oh and H. Sebastian Seung}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Learning Generative Models with the Up-Propagation Algorithm}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {605--611}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/5220-learning-generative-models-with-the-up-propagation-algorithm}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/OhS97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Seung97, author = {H. Sebastian Seung}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Learning Continuous Attractors in Recurrent Networks}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {654--660}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1369-learning-continuous-attractors-in-recurrent-networks}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Seung97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeeS97, author = {Daniel D. Lee and H. Sebastian Seung}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {A Neural Network Based Head Tracking System}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {908--914}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/5221-a-neural-network-based-head-tracking-system}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LeeS97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HausslerKST96, author = {David Haussler and Michael J. Kearns and H. Sebastian Seung and Naftali Tishby}, title = {Rigorous Learning Curve Bounds from Statistical Mechanics}, journal = {Mach. Learn.}, volume = {25}, number = {2-3}, pages = {195--236}, year = {1996}, url = {https://doi.org/10.1023/A:1026499208981}, doi = {10.1023/A:1026499208981}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HausslerKST96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeeS96, author = {Daniel D. Lee and H. Sebastian Seung}, editor = {Michael Mozer and Michael I. Jordan and Thomas Petsche}, title = {Unsupervised Learning by Convex and Conic Coding}, booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996}, pages = {515--521}, publisher = {{MIT} Press}, year = {1996}, url = {http://papers.nips.cc/paper/1242-unsupervised-learning-by-convex-and-conic-coding}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LeeS96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KearnsS95, author = {Michael J. Kearns and H. Sebastian Seung}, title = {Learning from a Population of Hypotheses}, journal = {Mach. Learn.}, volume = {18}, number = {2-3}, pages = {255--276}, year = {1995}, url = {https://doi.org/10.1007/BF00993412}, doi = {10.1007/BF00993412}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KearnsS95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/HausslerSKT94, author = {David Haussler and H. Sebastian Seung and Michael J. Kearns and Naftali Tishby}, editor = {Manfred K. Warmuth}, title = {Rigorous Learning Curve Bounds from Statistical Mechanics}, booktitle = {Proceedings of the Seventh Annual {ACM} Conference on Computational Learning Theory, {COLT} 1994, New Brunswick, NJ, USA, July 12-15, 1994}, pages = {76--87}, publisher = {{ACM}}, year = {1994}, url = {https://doi.org/10.1145/180139.181018}, doi = {10.1145/180139.181018}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/HausslerSKT94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BarkaiSS94, author = {N. Barkai and H. Sebastian Seung and Haim Sompolinsky}, editor = {Gerald Tesauro and David S. Touretzky and Todd K. Leen}, title = {On-line Learning of Dichotomies}, booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference, Denver, Colorado, USA, 1994]}, pages = {303--310}, publisher = {{MIT} Press}, year = {1994}, url = {https://proceedings.neurips.cc/paper\_files/paper/1994/hash/9c01802ddb981e6bcfbec0f0516b8e35-Abstract.html}, timestamp = {Wed, 18 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/BarkaiSS94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/KearnsS93, author = {Michael J. Kearns and H. Sebastian Seung}, editor = {Lenny Pitt}, title = {Learning from a Population of Hypotheses}, booktitle = {Proceedings of the Sixth Annual {ACM} Conference on Computational Learning Theory, {COLT} 1993, Santa Cruz, CA, USA, July 26-28, 1993}, pages = {101--110}, publisher = {{ACM}}, year = {1993}, url = {https://doi.org/10.1145/168304.168317}, doi = {10.1145/168304.168317}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/KearnsS93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/SeungOS92, author = {H. Sebastian Seung and Manfred Opper and Haim Sompolinsky}, editor = {David Haussler}, title = {Query by Committee}, booktitle = {Proceedings of the Fifth Annual {ACM} Conference on Computational Learning Theory, {COLT} 1992, Pittsburgh, PA, USA, July 27-29, 1992}, pages = {287--294}, publisher = {{ACM}}, year = {1992}, url = {https://doi.org/10.1145/130385.130417}, doi = {10.1145/130385.130417}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/SeungOS92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FreundSST92, author = {Yoav Freund and H. Sebastian Seung and Eli Shamir and Naftali Tishby}, editor = {Stephen Jose Hanson and Jack D. Cowan and C. Lee Giles}, title = {Information, Prediction, and Query by Committee}, booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 3, 1992]}, pages = {483--490}, publisher = {Morgan Kaufmann}, year = {1992}, url = {http://papers.nips.cc/paper/622-information-prediction-and-query-by-committee}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FreundSST92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/SeungST91, author = {H. Sebastian Seung and Haim Sompolinsky and Naftali Tishby}, editor = {Manfred K. Warmuth and Leslie G. Valiant}, title = {Learning Curves in Large Neural Networks}, booktitle = {Proceedings of the Fourth Annual Workshop on Computational Learning Theory, {COLT} 1991, Santa Cruz, California, USA, August 5-7, 1991}, pages = {112--127}, publisher = {Morgan Kaufmann}, year = {1991}, url = {http://dl.acm.org/citation.cfm?id=114847}, timestamp = {Fri, 23 Dec 2011 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/SeungST91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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