研究業績

@inproceedings{ando-hotchips-2021,

title = {Edge Inference Engine for Deep & Random Sparse Neural Networks with 4-bit Cartesian-Product MAC Array and Pipelined Activation Aligner},

author = {Kota Ando and Jaehoon Yu and Kazutoshi Hirose and Hiroki Nakahara and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},

year  = {2021},

date = {2021-08-24},

booktitle = {Hot Chips 33 (Poster)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{yu-date-2021,

title = {MUX Granularity-Oriented Iterative Technology Mapping for Implementing Compute-Intensive Applications on Via-Switch FPGA},

author = {Takashi Imagawa and Jaehoon Yu and Masanori Hashimoto and Hiroyuki Ochi},

year  = {2021},

date = {2021-02-01},

booktitle = {Design, Automation and Test in Europe Conference (DATE)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kumazawa-candar2020,

title = {ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training},

author = {Shungo Kumazawa and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},

year  = {2020},

date = {2020-11-24},

booktitle = {International Symposium on Computing and Networking (CANDAR)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{suzuki-candar2020,

title = {ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation},

author = {Junnosuke Suzuki and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},

year  = {2020},

date = {2020-11-24},

booktitle = {International Symposium on Computing and Networking (CANDAR)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{reca-lopez-iscas2020,

title = {Low-Cost Reservoir Computing using Cellular Automata and Random Forests},

author = {Ángel López García-Arias and Jaehoon Yu and Masanori Hashimoto},

year  = {2020},

date = {2020-10-10},

booktitle = {IEEE International Symposium on Circuits and Systems (ISCAS)},

pages = {1-5},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shiba-iscas2020,

title = {A 3D-Stacked SRAM Using Inductive Coupling with Low-Voltage Transmitter and 12:1 SerDes},

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},

year  = {2020},

date = {2020-10-10},

booktitle = {IEEE International Symposium on Circuits and Systems (ISCAS)},

pages = {1-5},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{onishi2020memory,

title = {Memory Efficient Training using Lookup-Table-based Quantization for Neural Network},

author = {Kazuki Onishi and Jaehoon Yu and Masanori Hashimoto},

year  = {2020},

date = {2020-09-04},

booktitle = {IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)},

pages = {251--255},

organization = {IEEE},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Motomura-ARC-2020,

title = {Hardware/Algorithm Co-optimization for Fully-Parallelized Compact Decision Tree Ensembles on FPGAs},

author = {Taiga Ikeda and Kento Sakurada and Atsuyoshi Nakamura and Masato Motomura and Shinya Takamaeda-Yamazaki},

year  = {2020},

date = {2020-04-01},

booktitle = {International Symposium on Applied Reconfigurable Computing (ARC)},

address = {Universidad de Castilla-La Mancha, Toledo, Spain},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{id529,

title = {Via-Switch FPGA: 65nm CMOS Implementation and Architecture Extension for AI Applications},

author = {Masanori Hashimoto and Xu Bai and Naoki Banno and Munehiro Tada and Toshitsugu Sakamoto and Jaehoon Yu and Ryutaro Doi and Yusuke Araki and Hidetoshi Onodera and Takashi Imagawa and Hiroyuki Ochi and Kazutoshi Wakabayashi and Yukio Mitsuyama and Tadahiko Sugibayashi},

year  = {2020},

date = {2020-02-17},

booktitle = {International Solid-State Circuits Conference (ISSCC)},

pages = {502--503},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{statica,

title = {STATICA: A 512-Spin 0.25M-Weight Full-Digital Annealing Processor with a Near-Memory All-Spin-Updates-at-Once Architecture for Combinatorial Optimization with Complete Spin-Spin Interactions},

author = {Kasho Yamamoto and Kota Ando and Normann Mertig and Takashi Takemoto and Masanao Yamaoka and Hiroshi Teramoto and Akira Sakai and Shinya Takamaeda-Yamazaki and Masato Motomura},

year  = {2020},

date = {2020-02-17},

booktitle = {International Solid-State Circuits Conference (ISSCC)},

pages = {138--139},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{thiem-fpga2020,

title = {Dependency-Driven Trace-Based Network-on-Chip Emulation on FPGAs},

author = {Thiem Van Chu and Kenji Kise and Kiyofumi Tanaka},

year  = {2020},

date = {2020-01-01},

booktitle = {ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)},

pages = {211--221},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Motomura-DICTA-2019,

title = {Radiography Contrast Enhancement: Smoothed LHE Filter, a Practical Solution for Digital X-rays with Mach Band},

author = {Prasoon Ambalathankandy and Yafei Ou and Jyotsna Kochiyil and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai and Masayuki Ikebe},

year  = {2019},

date = {2019-12-02},

booktitle = {International Conference on Digital Image Computing: Techniques and Applications},

address = {University of Western Australia, Perth, Australia},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}