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BibTeX records: Kazutoshi Hirose
@inproceedings{DBLP:conf/icml/OkoshiGHAKCMY22, author = {Yasuyuki Okoshi and {\'{A}}ngel L{\'{o}}pez Garc{\'{\i}}a{-}Arias and Kazutoshi Hirose and Kota Ando and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Multicoated Supermasks Enhance Hidden Networks}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {17045--17055}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/okoshi22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/OkoshiGHAKCMY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isscc/HiroseYAOGSCKM22, author = {Kazutoshi Hirose and Jaehoon Yu and Kota Ando and Yasuyuki Okoshi and {\'{A}}ngel L{\'{o}}pez Garc{\'{\i}}a{-}Arias and Junnosuke Suzuki and Thiem Van Chu and Kazushi Kawamura and Masato Motomura}, title = {Hiddenite: 4K-PE Hidden Network Inference 4D-Tensor Engine Exploiting On-Chip Model Construction Achieving 34.8-to-16.0TOPS/W for {CIFAR-100} and ImageNet}, booktitle = {{IEEE} International Solid-State Circuits Conference, {ISSCC} 2022, San Francisco, CA, USA, February 20-26, 2022}, pages = {1--3}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ISSCC42614.2022.9731668}, doi = {10.1109/ISSCC42614.2022.9731668}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isscc/HiroseYAOGSCKM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/HiroseTYM21, author = {Kazutoshi Hirose and Shinya Takamaeda{-}Yamazaki and Jaehoon Yu and Masato Motomura}, title = {Selective Fine-Tuning on a Classifier Ensemble: Realizing Adaptive Neural Networks With a Diversified Multi-Exit Architecture}, journal = {{IEEE} Access}, volume = {9}, pages = {6179--6187}, year = {2021}, url = {https://doi.org/10.1109/ACCESS.2020.3047799}, doi = {10.1109/ACCESS.2020.3047799}, timestamp = {Tue, 26 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/HiroseTYM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijnc/SuzukiKAHKCMY21, author = {Junnosuke Suzuki and Tomohiro Kaneko and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu}, title = {ProgressiveNN: Achieving Computational Scalability with Dynamic Bit-Precision Adjustment by MSB-first Accumulative Computation}, journal = {Int. J. Netw. Comput.}, volume = {11}, number = {2}, pages = {338--353}, year = {2021}, url = {http://www.ijnc.org/index.php/ijnc/article/view/258}, timestamp = {Tue, 27 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijnc/SuzukiKAHKCMY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hotchips/AndoYHNKCM21, author = {Kota Ando and Jaehoon Yu and Kazutoshi Hirose and Hiroki Nakahara and Kazushi Kawamura and Thiem Van Chu and Masato Motomura}, title = {Edge Inference Engine for Deep {\&} Random Sparse Neural Networks with 4-bit Cartesian-Product {MAC} Array and Pipelined Activation Aligner}, booktitle = {{IEEE} Hot Chips 33 Symposium, {HCS} 2021, Palo Alto, CA, USA, August 22-24, 2021}, pages = {1--21}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/HCS52781.2021.9567328}, doi = {10.1109/HCS52781.2021.9567328}, timestamp = {Mon, 25 Oct 2021 18:04:14 +0200}, biburl = {https://dblp.org/rec/conf/hotchips/AndoYHNKCM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic-nc/SuzukiAHKCMY20, author = {Junnosuke Suzuki and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu}, title = {ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation}, booktitle = {Eighth International Symposium on Computing and Networking, {CANDAR} 2020, Naha, Japan, November 24-27, 2020}, pages = {215--220}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/CANDAR51075.2020.00037}, doi = {10.1109/CANDAR51075.2020.00037}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ic-nc/SuzukiAHKCMY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscas/ShibaOUAHTMHK20, author = {Kota Shiba and Tatsuo Omori and Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Shinya Takamaeda{-}Yamazaki and Masato Motomura and Mototsugu Hamada and Tadahiro Kuroda}, title = {A 3D-Stacked {SRAM} using Inductive Coupling with Low-Voltage Transmitter and 12: 1 SerDes}, booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020, Sevilla, Spain, October 10-21, 2020}, pages = {1--5}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ISCAS45731.2020.9181008}, doi = {10.1109/ISCAS45731.2020.9181008}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iscas/ShibaOUAHTMHK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/AndoUOHUKIATM19, author = {Kota Ando and Kodai Ueyoshi and Yuka Oba and Kazutoshi Hirose and Ryota Uematsu and Takumi Kudo and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda{-}Yamazaki and Masato Motomura}, title = {Dither {NN:} Hardware/Algorithm Co-Design for Accurate Quantized Neural Networks}, journal = {{IEICE} Trans. Inf. Syst.}, volume = {102-D}, number = {12}, pages = {2341--2353}, year = {2019}, url = {https://doi.org/10.1587/transinf.2019PAP0009}, doi = {10.1587/TRANSINF.2019PAP0009}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ieicet/AndoUOHUKIATM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jssc/UeyoshiAHTHKM19, author = {Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Shinya Takamaeda{-}Yamazaki and Mototsugu Hamada and Tadahiro Kuroda and Masato Motomura}, title = {{QUEST:} Multi-Purpose Log-Quantized {DNN} Inference Engine Stacked on 96-MB 3-D {SRAM} Using Inductive Coupling Technology in 40-nm {CMOS}}, journal = {{IEEE} J. Solid State Circuits}, volume = {54}, number = {1}, pages = {186--196}, year = {2019}, url = {https://doi.org/10.1109/JSSC.2018.2871623}, doi = {10.1109/JSSC.2018.2871623}, timestamp = {Sun, 30 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jssc/UeyoshiAHTHKM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fpt/AndoUOHUKIATM18, author = {Kota Ando and Kodai Ueyoshi and Yuka Oba and Kazutoshi Hirose and Ryota Uematsu and Takumi Kudo and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda{-}Yamazaki and Masato Motomura}, title = {Dither {NN:} An Accurate Neural Network with Dithering for Low Bit-Precision Hardware}, booktitle = {International Conference on Field-Programmable Technology, {FPT} 2018, Naha, Okinawa, Japan, December 10-14, 2018}, pages = {6--13}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/FPT.2018.00013}, doi = {10.1109/FPT.2018.00013}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/fpt/AndoUOHUKIATM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isscc/UeyoshiAHTKMHKM18, author = {Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Shinya Takamaeda{-}Yamazaki and Junichiro Kadomoto and Tomoki Miyata and Mototsugu Hamada and Tadahiro Kuroda and Masato Motomura}, title = {{QUEST:} {A} 7.49TOPS multi-purpose log-quantized {DNN} inference engine stacked on 96MB 3D {SRAM} using inductive-coupling technology in 40nm {CMOS}}, booktitle = {2018 {IEEE} International Solid-State Circuits Conference, {ISSCC} 2018, San Francisco, CA, USA, February 11-15, 2018}, pages = {216--218}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ISSCC.2018.8310261}, doi = {10.1109/ISSCC.2018.8310261}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isscc/UeyoshiAHTKMHKM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mcsoc/KudoUAHUOIAMT18, author = {Takumi Kudo and Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Ryota Uematsu and Yuka Oba and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda{-}Yamazaki}, title = {Area and Energy Optimization for Bit-Serial Log-Quantized {DNN} Accelerator with Shared Accumulators}, booktitle = {12th {IEEE} International Symposium on Embedded Multicore/Many-core Systems-on-Chip, MCSoC 2018, Hanoi, Vietnam, September 12-14, 2018}, pages = {237--243}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/MCSoC2018.2018.00048}, doi = {10.1109/MCSOC2018.2018.00048}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mcsoc/KudoUAHUOIAMT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apsipa/Takamaeda-Yamazaki17, author = {Shinya Takamaeda{-}Yamazaki and Kodai Ueyoshi and Kota Ando and Ryota Uematsu and Kazutoshi Hirose and Masayuki Ikebe and Tetsuya Asai and Masato Motomura}, title = {Accelerating deep learning by binarized hardware}, booktitle = {2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, {APSIPA} {ASC} 2017, Kuala Lumpur, Malaysia, December 12-15, 2017}, pages = {1045--1051}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/APSIPA.2017.8282183}, doi = {10.1109/APSIPA.2017.8282183}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/apsipa/Takamaeda-Yamazaki17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic-nc/HiroseUAOUIATM17, author = {Kazutoshi Hirose and Ryota Uematsu and Kota Ando and Kentaro Orimo and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda{-}Yamazaki and Masato Motomura}, title = {Logarithmic Compression for Memory Footprint Reduction in Neural Network Training}, booktitle = {Fifth International Symposium on Computing and Networking, {CANDAR} 2017, Aomori, Japan, November 19-22, 2017}, pages = {291--297}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CANDAR.2017.81}, doi = {10.1109/CANDAR.2017.81}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ic-nc/HiroseUAOUIATM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mwscas/YonekawaSNAUHOT17, author = {Haruyoshi Yonekawa and Shimpei Sato and Hiroki Nakahara and Kota Ando and Kodai Ueyoshi and Kazutoshi Hirose and Kentaro Orimo and Shinya Takamaeda{-}Yamazaki and Masayuki Ikebe and Tetsuya Asai and Masato Motomura}, title = {In-memory area-efficient signal streaming processor design for binary neural networks}, booktitle = {{IEEE} 60th International Midwest Symposium on Circuits and Systems, {MWSCAS} 2017, Boston, MA, USA, August 6-9, 2017}, pages = {116--119}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/MWSCAS.2017.8052874}, doi = {10.1109/MWSCAS.2017.8052874}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mwscas/YonekawaSNAUHOT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sgai/HiroseAUIAMT17, author = {Kazutoshi Hirose and Kota Ando and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda{-}Yamazaki}, editor = {Max Bramer and Miltos Petridis}, title = {Quantization Error-Based Regularization in Neural Networks}, booktitle = {Artificial Intelligence {XXXIV} - 37th {SGAI} International Conference on Artificial Intelligence, {AI} 2017, Cambridge, UK, December 12-14, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10630}, pages = {137--142}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71078-5\_11}, doi = {10.1007/978-3-319-71078-5\_11}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sgai/HiroseAUIAMT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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