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BibTeX records: Steven R. Young
@article{DBLP:journals/tcst/MaldonadoKSYM22, author = {Bryan P. Maldonado and Brian C. Kaul and Catherine D. Schuman and Steven R. Young and J. Parker Mitchell}, title = {Next-Cycle Optimal Dilute Combustion Control via Online Learning of Cycle-to-Cycle Variability Using Kernel Density Estimators}, journal = {{IEEE} Trans. Control. Syst. Technol.}, volume = {30}, number = {6}, pages = {2433--2449}, year = {2022}, url = {https://doi.org/10.1109/TCST.2022.3149423}, doi = {10.1109/TCST.2022.3149423}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcst/MaldonadoKSYM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/HerronYR22, author = {Emily J. Herron and Steven R. Young and Derek C. Rose}, editor = {M. Arif Wani and Mehmed M. Kantardzic and Vasile Palade and Daniel Neagu and Longzhi Yang and Kit Yan Chan}, title = {{ICDARTS:} Improving the Stability of Cyclic {DARTS}}, booktitle = {21st {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022}, pages = {1055--1062}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICMLA55696.2022.00175}, doi = {10.1109/ICMLA55696.2022.00175}, timestamp = {Wed, 29 Mar 2023 19:23:50 +0200}, biburl = {https://dblp.org/rec/conf/icmla/HerronYR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/PattonDKGLCYCPS22, author = {Robert M. Patton and Prasanna Date and Shruti R. Kulkarni and Chathika Gunaratne and Seung{-}Hwan Lim and Guojing Cong and Steven R. Young and Mark Coletti and Thomas E. Potok and Catherine D. Schuman}, title = {Neuromorphic Computing for Scientific Applications}, booktitle = {{IEEE/ACM} Redefining Scalability for Diversely Heterogeneous Architectures Workshop, RSDHA@SC 2022, Dallas, TX, USA, November 13-18, 2022}, pages = {22--28}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/RSDHA56811.2022.00008}, doi = {10.1109/RSDHA56811.2022.00008}, timestamp = {Fri, 17 Feb 2023 19:32:11 +0100}, biburl = {https://dblp.org/rec/conf/sc/PattonDKGLCYCPS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csysl/MaldonadoKSYM21, author = {Bryan P. Maldonado and Brian C. Kaul and Catherine D. Schuman and Steven R. Young and J. Parker Mitchell}, title = {Next-Cycle Optimal Fuel Control for Cycle-to-Cycle Variability Reduction in EGR-Diluted Combustion}, journal = {{IEEE} Control. Syst. Lett.}, volume = {5}, number = {6}, pages = {2204--2209}, year = {2021}, url = {https://doi.org/10.1109/LCSYS.2020.3046433}, doi = {10.1109/LCSYS.2020.3046433}, timestamp = {Sun, 16 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csysl/MaldonadoKSYM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/MaldonadoKSYM21, author = {Bryan P. Maldonado and Brian C. Kaul and Catherine D. Schuman and Steven R. Young and J. Parker Mitchell}, title = {Next-Cycle Optimal Fuel Control for Cycle-to-Cycle Variability Reduction in EGR-Diluted Combustion}, booktitle = {2021 American Control Conference, {ACC} 2021, New Orleans, LA, USA, May 25-28, 2021}, pages = {1830--1835}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.23919/ACC50511.2021.9483128}, doi = {10.23919/ACC50511.2021.9483128}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amcc/MaldonadoKSYM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/green/SchumanYMK21, author = {Catherine D. Schuman and Steven R. Young and Bryan P. Maldonado and Brian C. Kaul}, title = {Real-Time Evolution and Deployment of Neuromorphic Computing at The Edge}, booktitle = {12th International Green and Sustainable Computing Workshops, {IGSC} 2021 Workshops, Pullman, WA, USA, October 18-21, 2021}, pages = {1--8}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/IGSC54211.2021.9651607}, doi = {10.1109/IGSC54211.2021.9651607}, timestamp = {Fri, 23 Dec 2022 09:14:35 +0100}, biburl = {https://dblp.org/rec/conf/green/SchumanYMK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icons2/ParsaSRZRMJKY021, author = {Maryam Parsa and Catherine D. Schuman and Nitin Rathi and Amirkoushyar Ziabari and Derek C. Rose and J. Parker Mitchell and J. Travis Johnston and Bill Kay and Steven R. Young and Kaushik Roy}, editor = {Thomas E. Potok and Melika Payvand and Catherine D. Schuman and Prasanna Date and Mutsumi Kimura and Cory E. Merkel and Brad Aimone and Sonia M. Buckley and Yiran Chen and Gregory Cohen and Todd Hylton and Robert M. Patton and Robinson E. Pino and Garrett S. Rose}, title = {Accurate and Accelerated Neuromorphic Network Design Leveraging {A} Bayesian Hyperparameter Pareto Optimization Approach}, booktitle = {{ICONS} 2021: International Conference on Neuromorphic Systems 2021, Knoxville, TN, USA, July 27-29, 2021}, pages = {14:1--14:8}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3477145.3477160}, doi = {10.1145/3477145.3477160}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icons2/ParsaSRZRMJKY021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/topc/HamiltonSYBIH20, author = {Kathleen E. Hamilton and Catherine D. Schuman and Steven R. Young and Ryan S. Bennink and Neena Imam and Travis S. Humble}, title = {Accelerating Scientific Computing in the Post-Moore's Era}, journal = {{ACM} Trans. Parallel Comput.}, volume = {7}, number = {1}, pages = {6:1--6:31}, year = {2020}, url = {https://doi.org/10.1145/3380940}, doi = {10.1145/3380940}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/topc/HamiltonSYBIH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/green/SchumanYMJRMK20, author = {Catherine D. Schuman and Steven R. Young and J. Parker Mitchell and J. Travis Johnston and Derek C. Rose and Bryan P. Maldonado and Brian C. Kaul}, title = {Low Size, Weight, and Power Neuromorphic Computing to Improve Combustion Engine Efficiency}, booktitle = {11th International Green and Sustainable Computing Workshops, {IGSC} 2020 Workshops, Pullman, WA, USA, October 19-22, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IGSC51522.2020.9291228}, doi = {10.1109/IGSC51522.2020.9291228}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/green/SchumanYMJRMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ParsaSDRKMYDSP020, author = {Maryam Parsa and Catherine D. Schuman and Prasanna Date and Derek C. Rose and Bill Kay and J. Parker Mitchell and Steven R. Young and Ryan Dellana and William Severa and Thomas E. Potok and Kaushik Roy}, title = {Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment}, booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020, Glasgow, United Kingdom, July 19-24, 2020}, pages = {1--9}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IJCNN48605.2020.9206872}, doi = {10.1109/IJCNN48605.2020.9206872}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/ParsaSDRKMYDSP020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/supercomputer/HerronYP20, author = {Emily J. Herron and Steven R. Young and Thomas E. Potok}, editor = {Heike Jagode and Hartwig Anzt and Guido Juckeland and Hatem Ltaief}, title = {Ensembles of Networks Produced from Neural Architecture Search}, booktitle = {High Performance Computing - {ISC} High Performance 2020 International Workshops, Frankfurt, Germany, June 21-25, 2020, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {12321}, pages = {223--234}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-59851-8\_14}, doi = {10.1007/978-3-030-59851-8\_14}, timestamp = {Sat, 14 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/supercomputer/HerronYP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-02160, author = {Duc Hoang and Jesse Hamer and Gabriel N. Perdue and Steven R. Young and Jonathan A. Miller and Anushree Ghosh}, title = {Inferring Convolutional Neural Networks' accuracies from their architectural characterizations}, journal = {CoRR}, volume = {abs/2001.02160}, year = {2020}, url = {http://arxiv.org/abs/2001.02160}, eprinttype = {arXiv}, eprint = {2001.02160}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-02160.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-04171, author = {Maryam Parsa and Catherine D. Schuman and Prasanna Date and Derek C. Rose and Bill Kay and J. Parker Mitchell and Steven R. Young and Ryan Dellana and William Severa and Thomas E. Potok and Kaushik Roy}, title = {Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment}, journal = {CoRR}, volume = {abs/2005.04171}, year = {2020}, url = {https://arxiv.org/abs/2005.04171}, eprinttype = {arXiv}, eprint = {2005.04171}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-04171.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/PattonASSJYSPRL19, author = {Robert M. Patton and Shahira Abousamra and Dimitris Samaras and Joel H. Saltz and J. Travis Johnston and Steven R. Young and Catherine D. Schuman and Thomas E. Potok and Derek C. Rose and Seung{-}Hwan Lim and Junghoon Chae and Le Hou}, editor = {Chaitanya K. Baru and Jun Huan and Latifur Khan and Xiaohua Hu and Ronay Ak and Yuanyuan Tian and Roger S. Barga and Carlo Zaniolo and Kisung Lee and Yanfang (Fanny) Ye}, title = {Exascale Deep Learning to Accelerate Cancer Research}, booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData), Los Angeles, CA, USA, December 9-12, 2019}, pages = {1488--1496}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BigData47090.2019.9006467}, doi = {10.1109/BIGDATA47090.2019.9006467}, timestamp = {Tue, 18 Oct 2022 14:44:48 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/PattonASSJYSPRL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/YoungDPJKPSRP19, author = {Steven R. Young and Pravallika Devineni and Maryam Parsa and J. Travis Johnston and Bill Kay and Robert M. Patton and Catherine D. Schuman and Derek C. Rose and Thomas E. Potok}, editor = {Chaitanya K. Baru and Jun Huan and Latifur Khan and Xiaohua Hu and Ronay Ak and Yuanyuan Tian and Roger S. Barga and Carlo Zaniolo and Kisung Lee and Yanfang (Fanny) Ye}, title = {Evolving Energy Efficient Convolutional Neural Networks}, booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData), Los Angeles, CA, USA, December 9-12, 2019}, pages = {4479--4485}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BigData47090.2019.9006239}, doi = {10.1109/BIGDATA47090.2019.9006239}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/YoungDPJKPSRP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ChaeSYJRPP19, author = {Junghoon Chae and Catherine D. Schuman and Steven R. Young and J. Travis Johnston and Derek C. Rose and Robert M. Patton and Thomas E. Potok}, editor = {Chaitanya K. Baru and Jun Huan and Latifur Khan and Xiaohua Hu and Ronay Ak and Yuanyuan Tian and Roger S. Barga and Carlo Zaniolo and Kisung Lee and Yanfang (Fanny) Ye}, title = {Visualization System for Evolutionary Neural Networks for Deep Learning}, booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData), Los Angeles, CA, USA, December 9-12, 2019}, pages = {4498--4502}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BigData47090.2019.9006470}, doi = {10.1109/BIGDATA47090.2019.9006470}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/ChaeSYJRPP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SongCYSPP19, author = {Linghao Song and Fan Chen and Steven R. Young and Catherine D. Schuman and Gabriel N. Perdue and Thomas E. Potok}, title = {Deep Learning for Vertex Reconstruction of Neutrino-nucleus Interaction Events with Combined Energy and Time Data}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {3882--3886}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8683736}, doi = {10.1109/ICASSP.2019.8683736}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/SongCYSPP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/HoangHPYMG19, author = {Duc Hoang and Jesse Hamer and Gabriel N. Perdue and Steven R. Young and Jonathan A. Miller and Anushree Ghosh}, editor = {M. Arif Wani and Taghi M. Khoshgoftaar and Dingding Wang and Huanjing Wang and Naeem Seliya}, title = {Inferring Convolutional Neural Networks' Accuracies from Their Architectural Characterizations}, booktitle = {18th {IEEE} International Conference On Machine Learning And Applications, {ICMLA} 2019, Boca Raton, FL, USA, December 16-19, 2019}, pages = {1388--1391}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICMLA.2019.00226}, doi = {10.1109/ICMLA.2019.00226}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmla/HoangHPYMG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/JohnstonYSCMPP19, author = {Jeremy T. Johnston and Steven R. Young and Catherine D. Schuman and Junghoon Chae and Don D. March and Robert M. Patton and Thomas E. Potok}, title = {Fine-Grained Exploitation of Mixed Precision for Faster {CNN} Training}, booktitle = {2019 {IEEE/ACM} Workshop on Machine Learning in High Performance Computing Environments, MLHPC@SC, Denver, CO, USA, November 18, 2019}, pages = {9--18}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/MLHPC49564.2019.00007}, doi = {10.1109/MLHPC49564.2019.00007}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sc/JohnstonYSCMPP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-00743, author = {Linghao Song and Fan Chen and Steven R. Young and Catherine D. Schuman and Gabriel N. Perdue and Thomas E. Potok}, title = {Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data}, journal = {CoRR}, volume = {abs/1902.00743}, year = {2019}, url = {http://arxiv.org/abs/1902.00743}, eprinttype = {arXiv}, eprint = {1902.00743}, timestamp = {Mon, 01 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-00743.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-12291, author = {Robert M. Patton and J. Travis Johnston and Steven R. Young and Catherine D. Schuman and Thomas E. Potok and Derek C. Rose and Seung{-}Hwan Lim and Junghoon Chae and Le Hou and Shahira Abousamra and Dimitris Samaras and Joel H. Saltz}, title = {Exascale Deep Learning to Accelerate Cancer Research}, journal = {CoRR}, volume = {abs/1909.12291}, year = {2019}, url = {http://arxiv.org/abs/1909.12291}, eprinttype = {arXiv}, eprint = {1909.12291}, timestamp = {Fri, 27 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-12291.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/LiuSYPSYPRC18, author = {Jeremy Liu and Federico M. Spedalieri and Ke{-}Thia Yao and Thomas E. Potok and Catherine D. Schuman and Steven R. Young and Robert M. Patton and Garrett S. Rose and Gangotree Chakma}, title = {Adiabatic Quantum Computation Applied to Deep Learning Networks}, journal = {Entropy}, volume = {20}, number = {5}, pages = {380}, year = {2018}, url = {https://doi.org/10.3390/e20050380}, doi = {10.3390/E20050380}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/LiuSYPSYPRC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jetc/PotokSYPSLYRC18, author = {Thomas E. Potok and Catherine D. Schuman and Steven R. Young and Robert M. Patton and Federico M. Spedalieri and Jeremy Liu and Ke{-}Thia Yao and Garrett S. Rose and Gangotree Chakma}, title = {A Study of Complex Deep Learning Networks on High-Performance, Neuromorphic, and Quantum Computers}, journal = {{ACM} J. Emerg. Technol. Comput. Syst.}, volume = {14}, number = {2}, pages = {19:1--19:21}, year = {2018}, url = {https://doi.org/10.1145/3178454}, doi = {10.1145/3178454}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jetc/PotokSYPSLYRC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl-louhi/HerrmannovaYPSK18, author = {Drahomira Herrmannova and Steven Robert Young and Robert M. Patton and Christopher G. Stahl and Nicole C. Kleinstreuer and Mary S. Wolfe}, editor = {Alberto Lavelli and Anne{-}Lyse Minard and Fabio Rinaldi}, title = {Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study}, booktitle = {Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, Louhi@EMNLP 2018, Brussels, Belgium, October 31, 2018}, pages = {71--82}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/w18-5609}, doi = {10.18653/V1/W18-5609}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl-louhi/HerrmannovaYPSK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipps/HamiltonSYIH18, author = {Kathleen E. Hamilton and Catherine D. Schuman and Steven R. Young and Neena Imam and Travis S. Humble}, title = {Neural Networks and Graph Algorithms with Next-Generation Processors}, booktitle = {2018 {IEEE} International Parallel and Distributed Processing Symposium Workshops, {IPDPS} Workshops 2018, Vancouver, BC, Canada, May 21-25, 2018}, pages = {1194--1203}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/IPDPSW.2018.00184}, doi = {10.1109/IPDPSW.2018.00184}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipps/HamiltonSYIH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/milcom/AndersonYKV18, author = {Adam L. Anderson and Steven R. Young and Thomas P. Karnowski and Jason M. Vann}, title = {Deepmod: An Over-the-Air Trainable Machine Modem for Resilient {PHY} Layer Communications}, booktitle = {2018 {IEEE} Military Communications Conference, {MILCOM} 2018, Los Angeles, CA, USA, October 29-31, 2018}, pages = {213--218}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/MILCOM.2018.8599807}, doi = {10.1109/MILCOM.2018.8599807}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/milcom/AndersonYKV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/PattonJYSMPRLKZ18, author = {Robert M. Patton and J. Travis Johnston and Steven R. Young and Catherine D. Schuman and Don D. March and Thomas E. Potok and Derek C. Rose and Seung{-}Hwan Lim and Thomas P. Karnowski and Maxim A. Ziatdinov and Sergei V. Kalinin}, title = {167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, {SC} 2018, Dallas, TX, USA, November 11-16, 2018}, pages = {50:1--50:11}, publisher = {{IEEE} / {ACM}}, year = {2018}, url = {http://dl.acm.org/citation.cfm?id=3291723}, timestamp = {Mon, 12 Nov 2018 09:05:15 +0100}, biburl = {https://dblp.org/rec/conf/sc/PattonJYSMPRLKZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-01183, author = {Drahomira Herrmannova and Steven R. Young and Robert M. Patton and Christopher G. Stahl and Nicole C. Kleinstreuer and Mary S. Wolfe}, title = {Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study}, journal = {CoRR}, volume = {abs/1811.01183}, year = {2018}, url = {http://arxiv.org/abs/1811.01183}, eprinttype = {arXiv}, eprint = {1811.01183}, timestamp = {Thu, 22 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-01183.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/TerwilligerPIPY17, author = {Adam M. Terwilliger and Gabriel N. Perdue and David Isele and Robert M. Patton and Steven R. Young}, title = {Vertex reconstruction of neutrino interactions using deep learning}, booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017, Anchorage, AK, USA, May 14-19, 2017}, pages = {2275--2281}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/IJCNN.2017.7966131}, doi = {10.1109/IJCNN.2017.7966131}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/TerwilligerPIPY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ncs2/SchumanPYPPCWR17, author = {Catherine D. Schuman and Thomas E. Potok and Steven R. Young and Robert M. Patton and Gabriel N. Perdue and Gangotree Chakma and Austin Wyer and Garrett S. Rose}, title = {Neuromorphic computing for temporal scientific data classification}, booktitle = {Proceedings of the Neuromorphic Computing Symposium, {NCS} 2017, Knoxville, TN, USA, July 17-19, 2017}, pages = {2:1--2:6}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3183584.3183612}, doi = {10.1145/3183584.3183612}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ncs2/SchumanPYPPCWR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/JohnstonYHPW17, author = {J. Travis Johnston and Steven R. Young and David Hughes and Robert M. Patton and Devin White}, title = {Optimizing Convolutional Neural Networks for Cloud Detection}, booktitle = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC 2017, Denver, CO, USA, November 13, 2017}, pages = {4:1--4:9}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3146347.3146352}, doi = {10.1145/3146347.3146352}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sc/JohnstonYHPW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/YoungRJHKPPPM17, author = {Steven R. Young and Derek C. Rose and J. Travis Johnston and William T. Heller and Thomas P. Karnowski and Thomas E. Potok and Robert M. Patton and Gabriel N. Perdue and Jonathan A. Miller}, title = {Evolving Deep Networks Using {HPC}}, booktitle = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC 2017, Denver, CO, USA, November 13, 2017}, pages = {7:1--7:7}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3146347.3146355}, doi = {10.1145/3146347.3146355}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sc/YoungRJHKPPPM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PotokSYPSLYRC17, author = {Thomas E. Potok and Catherine D. Schuman and Steven R. Young and Robert M. Patton and Federico M. Spedalieri and Jeremy Liu and Ke{-}Thia Yao and Garrett S. Rose and Gangotree Chakma}, title = {A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers}, journal = {CoRR}, volume = {abs/1703.05364}, year = {2017}, url = {http://arxiv.org/abs/1703.05364}, eprinttype = {arXiv}, eprint = {1703.05364}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PotokSYPSLYRC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/PotokSYPSLYRC16, author = {Thomas E. Potok and Catherine D. Schuman and Steven R. Young and Robert M. Patton and Federico M. Spedalieri and Jeremy Liu and Ke{-}Thia Yao and Garrett S. Rose and Gangotree Chakma}, title = {A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers}, booktitle = {2nd Workshop on Machine Learning in {HPC} Environments, MLHPC@SC, Salt Lake City, UT, USA, November 14, 2016}, pages = {47--55}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/MLHPC.2016.009}, doi = {10.1109/MLHPC.2016.009}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sc/PotokSYPSLYRC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jssc/LuYAH15, author = {Junjie Lu and Steven R. Young and Itamar Arel and Jeremy Holleman}, title = {A 1 {TOPS/W} Analog Deep Machine-Learning Engine With Floating-Gate Storage in 0.13 {\(\mathrm{\mu}\)}m {CMOS}}, journal = {{IEEE} J. Solid State Circuits}, volume = {50}, number = {1}, pages = {270--281}, year = {2015}, url = {https://doi.org/10.1109/JSSC.2014.2356197}, doi = {10.1109/JSSC.2014.2356197}, timestamp = {Sun, 30 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jssc/LuYAH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/biocas/HollemanAYL15, author = {Jeremy Holleman and Itamar Arel and Steven R. Young and Junjie Lu}, title = {Analog inference circuits for deep learning}, booktitle = {{IEEE} Biomedical Circuits and Systems Conference, BioCAS 2015, Atlanta, GA, USA, October 22-24, 2015}, pages = {1--4}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/BioCAS.2015.7348310}, doi = {10.1109/BIOCAS.2015.7348310}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/biocas/HollemanAYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/YoungRKLP15, author = {Steven R. Young and Derek C. Rose and Thomas P. Karnowski and Seung{-}Hwan Lim and Robert M. Patton}, title = {Optimizing deep learning hyper-parameters through an evolutionary algorithm}, booktitle = {Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, {MLHPC} 2015, Austin, Texas, USA, November 15, 2015}, pages = {4:1--4:5}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2834892.2834896}, doi = {10.1145/2834892.2834896}, timestamp = {Tue, 06 Nov 2018 16:59:29 +0100}, biburl = {https://dblp.org/rec/conf/sc/YoungRKLP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/YoungDMA14, author = {Steven R. Young and Andrew S. Davis and Aaron Mishtal and Itamar Arel}, title = {Hierarchical spatiotemporal feature extraction using recurrent online clustering}, journal = {Pattern Recognit. Lett.}, volume = {37}, pages = {115--123}, year = {2014}, url = {https://doi.org/10.1016/j.patrec.2013.07.013}, doi = {10.1016/J.PATREC.2013.07.013}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/YoungDMA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/YoungLHA14, author = {Steven R. Young and Junjie Lu and Jeremy Holleman and Itamar Arel}, title = {On the Impact of Approximate Computation in an Analog DeSTIN Architecture}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {25}, number = {5}, pages = {934--946}, year = {2014}, url = {https://doi.org/10.1109/TNNLS.2013.2283730}, doi = {10.1109/TNNLS.2013.2283730}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/YoungLHA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isscc/LuYAH14, author = {Junjie Lu and Steven R. Young and Itamar Arel and Jeremy Holleman}, title = {30.10 {A} 1TOPS/W analog deep machine-learning engine with floating-gate storage in 0.13{\(\mu\)}m {CMOS}}, booktitle = {2014 {IEEE} International Conference on Solid-State Circuits Conference, {ISSCC} 2014, Digest of Technical Papers, San Francisco, CA, USA, February 9-13, 2014}, pages = {504--505}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ISSCC.2014.6757532}, doi = {10.1109/ISSCC.2014.6757532}, timestamp = {Mon, 09 Aug 2021 14:54:04 +0200}, biburl = {https://dblp.org/rec/conf/isscc/LuYAH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-3385, author = {Steven Robert Young and Itamar Arel}, title = {Recurrent Online Clustering as a Spatio-Temporal Feature Extractor in DeSTIN}, journal = {CoRR}, volume = {abs/1301.3385}, year = {2013}, url = {http://arxiv.org/abs/1301.3385}, eprinttype = {arXiv}, eprint = {1301.3385}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3385.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/YoungA12, author = {Steven Robert Young and Itamar Arel}, title = {Recurrent Clustering for Unsupervised Feature Extraction with Application to Sequence Detection}, booktitle = {11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2}, pages = {54--55}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICMLA.2012.140}, doi = {10.1109/ICMLA.2012.140}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/icmla/YoungA12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bica/KarnowskiAY11, author = {Thomas P. Karnowski and Itamar Arel and Steven R. Young}, editor = {Alexei V. Samsonovich and Kamilla R. Johannsdottir}, title = {Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network}, booktitle = {Biologically Inspired Cognitive Architectures 2011 - Proceedings of the Second Annual Meeting of the {BICA} Society, Arlington, Virginia, USA, November 4-6, 2011}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {233}, pages = {174--179}, publisher = {{IOS} Press}, year = {2011}, url = {https://doi.org/10.3233/978-1-60750-959-2-174}, doi = {10.3233/978-1-60750-959-2-174}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bica/KarnowskiAY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itng/YoungAKR10, author = {Steven R. Young and Itamar Arel and Thomas P. Karnowski and Derek C. Rose}, editor = {Shahram Latifi}, title = {A Fast and Stable Incremental Clustering Algorithm}, booktitle = {Seventh International Conference on Information Technology: New Generations, {ITNG} 2010, Las Vegas, Nevada, USA, 12-14 April 2010}, pages = {204--209}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ITNG.2010.148}, doi = {10.1109/ITNG.2010.148}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itng/YoungAKR10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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