BibTeX records: Steven R. Young

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@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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