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Jaehoon Yu
ORCID
Publication Activity (10 Years)
Years Active: 2005-2024
Publications (10 Years): 48
Top Topics
Lossless Data Compression
Neural Network
Annealing Algorithm
Hardware Architecture
Top Venues
IEEE Access
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
BioCAS
ISSCC
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Publications
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Junnosuke Suzuki
,
Jaehoon Yu
,
Mari Yasunaga
,
Ángel López García-Arias
,
Yasuyuki Okoshi
,
Shungo Kumazawa
,
Kota Ando
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision.
IEEE Access
12 (2024)
Shungo Kumazawa
,
Jaehoon Yu
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
Toward Improving Ensemble-Based Collaborative Inference at the Edge.
IEEE Access
12 (2024)
Junnosuke Suzuki
,
Jaehoon Yu
,
Mari Yasunaga
,
Ángel López García-Arias
,
Yasuyuki Okoshi
,
Shungo Kumazawa
,
Kota Ando
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge.
VLSI Technology and Circuits
(2023)
Mari Yasunaga
,
Junnosuke Suzuki
,
Masato Watanabe
,
Kazushi Kawamura
,
Thiem Van Chu
,
Jaehoon Yu
,
Masato Motomura
A Highly Accurate and Parallel Vision MLP FPGA Accelerator based on FP7/8 SIMD Operations.
MCSoC
(2023)
Daiki Okonogi
,
Satoru Jimbo
,
Kota Ando
,
Thiem Van Chu
,
Jaehoon Yu
,
Masato Motomura
,
Kazushi Kawamura
A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems.
IEICE Trans. Inf. Syst.
106 (12) (2023)
Ángel López García-Arias
,
Yasuyuki Okoshi
,
Masanori Hashimoto
,
Masato Motomura
,
Jaehoon Yu
Recurrent Residual Networks Contain Stronger Lottery Tickets.
IEEE Access
11 (2023)
Jin Hyun Kim
,
Yuhwan Ro
,
Jinin So
,
Sukhan Lee
,
Shinhaeng Kang
,
YeonGon Cho
,
Hyeonsu Kim
,
Byeongho Kim
,
Kyungsoo Kim
,
Sangsoo Park
,
Jin-Seong Kim
,
Sanghoon Cha
,
Won-Jo Lee
,
Jin Jung
,
Jong-Geon Lee
,
Jieun Lee
,
Joon-Ho Song
,
Seungwon Lee
,
Jeonghyeon Cho
,
Jaehoon Yu
,
Kyomin Sohn
Samsung PIM/PNM for Transfmer Based AI : Energy Efficiency on PIM/PNM Cluster.
HCS
(2023)
Thiem Van Chu
,
Yu Mizutani
,
Yuta Nagahara
,
Shungo Kumazawa
,
Kazushi Kawamura
,
Jaehoon Yu
,
Masato Motomura
Decision Forest Training Accelerator Based on Binary Feature Decomposition.
FCCM
(2023)
Genta Inoue
,
Daiki Okonogi
,
Thiem Van Chu
,
Jaehoon Yu
,
Masato Motomura
,
Kazushi Kawamura
Flexibly Controllable Dynamic Cooling Methods for Solid-State Annealing Processors to Improve Combinatorial Optimization Performance.
COOL CHIPS
(2023)
Jiale Yan
,
Kota Ando
,
Jaehoon Yu
,
Masato Motomura
TT-MLP: Tensor Train Decomposition on Deep MLPs.
IEEE Access
11 (2023)
Kazushi Kawamura
,
Jaehoon Yu
,
Daiki Okonogi
,
Satoru Jimbo
,
Genta Inoue
,
Akira Hyodo
,
Ángel López García-Anas
,
Kota Ando
,
Bruno Hideki Fukushima-Kimura
,
Ryota Yasudo
,
Thiem Van Chu
,
Masato Motomura
Amorphica: 4-Replica 512 Fully Connected Spin 336MHz Metamorphic Annealer with Programmable Optimization Strategy and Compressed-Spin-Transfer Multi-Chip Extension.
ISSCC
(2023)
Masafumi Tanakal
,
Jaehoon Yu
,
Masaki Nakagawa
,
Naoya Tate
,
Masanori Hashimoto
Investigating Small Device Implementation of FRET-based Optical Reservoir Computing.
MWSCAS
(2022)
Yasuyuki Okoshi
,
Ángel López García-Arias
,
Kazutoshi Hirose
,
Kota Ando
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
,
Jaehoon Yu
Multicoated Supermasks Enhance Hidden Networks.
ICML
(2022)
Daiki Okonogi
,
Satoru Jimbo
,
Kota Ando
,
Thiem Van Chu
,
Jaehoon Yu
,
Masato Motomura
,
Kazushi Kawamura
APC-SCA: A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control.
IPDPS Workshops
(2022)
Satoru Jimbo
,
Daiki Okonogi
,
Kota Ando
,
Thiem Van Chu
,
Jaehoon Yu
,
Masato Motomura
,
Kazushi Kawamura
A Hybrid Integer Encoding Method for Obtaining High-Quality Solutions of Quadratic Knapsack Problems on Solid-State Annealers.
IEICE Trans. Inf. Syst.
(12) (2022)
Kazutoshi Hirose
,
Jaehoon Yu
,
Kota Ando
,
Yasuyuki Okoshi
,
Ángel López García-Arias
,
Junnosuke Suzuki
,
Thiem Van Chu
,
Kazushi Kawamura
,
Masato Motomura
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.
ISSCC
(2022)
Ángel López García-Arias
,
Masanori Hashimoto
,
Masato Motomura
,
Jaehoon Yu
Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks.
BMVC
(2021)
Shungo Kumazawa
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
,
Jaehoon Yu
ExtraFerns: Fully Parallel Ensemble Learning Technique with Random Projection and Non-Greedy yet Minimal Memory Access Training.
Int. J. Netw. Comput.
11 (2) (2021)
Junnosuke Suzuki
,
Tomohiro Kaneko
,
Kota Ando
,
Kazutoshi Hirose
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
,
Jaehoon Yu
ProgressiveNN: Achieving Computational Scalability with Dynamic Bit-Precision Adjustment by MSB-first Accumulative Computation.
Int. J. Netw. Comput.
11 (2) (2021)
Takashi Imagawa
,
Jaehoon Yu
,
Masanori Hashimoto
,
Hiroyuki Ochi
MUX Granularity Oriented Iterative Technology Mapping for Implementing Compute-Intensive Applications on Via-Switch FPGA.
DATE
(2021)
Kota Ando
,
Jaehoon Yu
,
Kazutoshi Hirose
,
Hiroki Nakahara
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
Edge Inference Engine for Deep & Random Sparse Neural Networks with 4-bit Cartesian-Product MAC Array and Pipelined Activation Aligner.
HCS
(2021)
Kazutoshi Hirose
,
Shinya Takamaeda-Yamazaki
,
Jaehoon Yu
,
Masato Motomura
Selective Fine-Tuning on a Classifier Ensemble: Realizing Adaptive Neural Networks With a Diversified Multi-Exit Architecture.
IEEE Access
9 (2021)
Ángel López García-Arias
,
Masanori Hashimoto
,
Masato Motomura
,
Jaehoon Yu
Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks.
CoRR
(2021)
Thiem Van Chu
,
Ryuichi Kitajima
,
Kazushi Kawamura
,
Jaehoon Yu
,
Masato Motomura
A High-Performance and Flexible FPGA Inference Accelerator for Decision Forests Based on Prior Feature Space Partitioning.
FPT
(2021)
Masanori Hashimoto
,
Xu Bai
,
Naoki Banno
,
Munehiro Tada
,
Toshitsugu Sakamoto
,
Jaehoon Yu
,
Ryutaro Doi
,
Yusuke Araki
,
Hidetoshi Onodera
,
Takashi Imagawa
,
Hiroyuki Ochi
,
Kazutoshi Wakabayashi
,
Yukio Mitsuyama
,
Tadahiko Sugibayashi
33.3 Via-Switch FPGA: 65nm CMOS Implementation and Architecture Extension for Al Applications.
ISSCC
(2020)
Ángel López García-Arias
,
Jaehoon Yu
,
Masanori Hashimoto
Low-Cost Reservoir Computing using Cellular Automata and Random Forests.
ISCAS
(2020)
TaiYu Cheng
,
Yukata Masuda
,
Jun Chen
,
Jaehoon Yu
,
Masanori Hashimoto
Logarithm-approximate floating-point multiplier is applicable to power-efficient neural network training.
Integr.
74 (2020)
Shungo Kumazawa
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
,
Jaehoon Yu
ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training.
CANDAR
(2020)
Kazuki Onishi
,
Jaehoon Yu
,
Masanori Hashimoto
Memory Efficient Training using Lookup-Table-based Quantization for Neural Network.
AICAS
(2020)
Junnosuke Suzuki
,
Kota Ando
,
Kazutoshi Hirose
,
Kazushi Kawamura
,
Thiem Van Chu
,
Masato Motomura
,
Jaehoon Yu
ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation.
CANDAR
(2020)
Ryutaro Doi
,
Jaehoon Yu
,
Masanori Hashimoto
Sneak Path Free Reconfiguration With Minimized Programming Steps for Via-Switch Crossbar-Based FPGA.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
39 (10) (2020)
Toranosuke Tanio
,
Kouya Takeda
,
Jaehoon Yu
,
Masanori Hashimoto
Training Data Reduction using Support Vectors for Neural Networks.
APSIPA
(2019)
Shota Fukui
,
Jaehoon Yu
,
Masanori Hashimoto
Distilling Knowledge for Non-Neural Networks.
APSIPA
(2019)
TaiYu Cheng
,
Jaehoon Yu
,
Masanori Hashimoto
Minimizing Power for Neural Network Training with Logarithm-Approximate Floating-Point Multiplier.
PATMOS
(2019)
Salita Sombatsiri
,
Seiya Shibata
,
Yuki Kobayashi
,
Hiroaki Inoue
,
Takashi Takenaka
,
Takeo Hosomi
,
Jaehoon Yu
,
Yoshinori Takeuchi
Parallelism-flexible Convolution Core for Sparse Convolutional Neural Networks on FPGA.
IPSJ Trans. Syst. LSI Des. Methodol.
12 (2019)
Koichi Mitsunari
,
Yoshinori Takeuchi
,
Masaharu Imai
,
Jaehoon Yu
Decomposed Vector Histograms of Oriented Gradients for Efficient Hardware Implementation.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
(11) (2018)
Hiroyuki Ochi
,
Kosei Yamaguchi
,
Tetsuaki Fujimoto
,
Junshi Hotate
,
Takashi Kishimoto
,
Toshiki Higashi
,
Takashi Imagawa
,
Ryutaro Doi
,
Munehiro Tada
,
Tadahiko Sugibayashi
,
Wataru Takahashi
,
Kazutoshi Wakabayashi
,
Hidetoshi Onodera
,
Yukio Mitsuyama
,
Jaehoon Yu
,
Masanori Hashimoto
Via-Switch FPGA: Highly Dense Mixed-Grained Reconfigurable Architecture With Overlay Via-Switch Crossbars.
IEEE Trans. Very Large Scale Integr. Syst.
26 (12) (2018)
Koichi Mitsunari
,
Jaehoon Yu
,
Masanori Hashimoto
Hardware Architecture for Fast General Object Detection using Aggregated Channel Features.
A-SSCC
(2018)
Koichi Mitsunari
,
Jaehoon Yu
,
Takao Onoye
,
Masanori Hashimoto
Hardware Architecture for High-Speed Object Detection Using Decision Tree Ensemble.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
(9) (2018)
Masanori Hashimoto
,
Yuki Nakazawa
,
Ryutaro Doi
,
Jaehoon Yu
Interconnect Delay Analysis for RRAM Crossbar Based FPGA.
ISVLSI
(2018)
Ryutaro Doi
,
Jaehoon Yu
,
Masanori Hashimoto
Sneak path free reconfiguration of via-switch crossbars based FPGA.
ICCAD
(2018)
Tomoki Sugiura
,
Jaehoon Yu
,
Yoshinori Takeuchi
Phase Locking Value Calculator Based on Hardware-Oriented Mathematical Expression.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
(12) (2018)
Tomoki Sugiura
,
Masaharu Imai
,
Jaehoon Yu
,
Yoshinori Takeuchi
A Low-Energy Application Specific Instruction-Set Processor towards a Low-Computational Lossless Compression Method for Stimuli Position Data of Artificial Vision Systems.
J. Inf. Process.
25 (2017)
Tomoki Sugiura
,
Jaehoon Yu
,
Yoshinori Takeuchi
Hardware-oriented algorithm for phase synchronization analysis of biomedical signals.
BioCAS
(2017)
Yuuka Hirao
,
Yoshinori Takeuchi
,
Masaharu Imai
,
Jaehoon Yu
Deformable Part Model Based Arrhythmia Detection Using Time Domain Features.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
(11) (2017)
Tomoki Sugiura
,
Arif Ullah Khan
,
Jaehoon Yu
,
Yoshinori Takeuchi
,
Seiji Kameda
,
Takatsugu Kamata
,
Yuki Hayashida
,
Tetsuya Yagi
,
Masaharu Imai
A programmable controller for spatio-temporal pattern stimulation of cortical visual prosthesis.
BioCAS
(2016)
Tomoki Sugiura
,
Jaehoon Yu
,
Yoshinori Takeuchi
,
Masaharu Imai
A low-energy ASIP with flexible exponential Golomb codec for lossless data compression toward artificial vision systems.
BioCAS
(2015)
Eric Aliwarga
,
Jaehoon Yu
,
Masahide Hatanaka
,
Takao Onoye
Design of generic hardware for soft cascade-based linear SVM classification.
ISPACS
(2015)
Jaehoon Yu
,
Ryusuke Miyamoto
,
Takao Onoye
Corrections to "A Speed-Up Scheme Based on Multiple-Instance Pruning for Pedestrian Detection Using a Support Vector Machine".
IEEE Trans. Image Process.
23 (1) (2014)
Ryusuke Miyamoto
,
Jaehoon Yu
,
Takao Onoye
Normalized channel features for accurate pedestrian detection.
ISCCSP
(2014)
Tomoki Sugiura
,
Shoko Nakatsuka
,
Jaehoon Yu
,
Yoshinori Takeuchi
,
Masaharu Imai
An efficient data compression method for artificial vision systems and its low energy implementation using ASIP technology.
BioCAS
(2014)
Jaehoon Yu
,
Ryusuke Miyamoto
,
Takao Onoye
A Speed-Up Scheme Based on Multiple-Instance Pruning for Pedestrian Detection Using a Support Vector Machine.
IEEE Trans. Image Process.
22 (12) (2013)
Norihiro Ishikawa
,
Hiroshi Tsutsui
,
Jaehoon Yu
,
Tomonori Izumi
,
Hiroyuki Ochi
,
Yukihiro Nakamura
,
Takaaki Komura
,
Yoshitaka Uchida
Implementation of AV Streaming System Using Peer-to-Peer Communication.
CCNC
(2007)
B. Abbott
,
P. Baringer
,
T. Bolton
,
Zeno Greenwood
,
E. Gregores
,
H. Kim
,
Chokchai Leangsuksun
,
D. Meyer
,
N. Mondal
,
S. Novaes
,
B. Quinn
,
Horst Severini
,
P. Skubic
,
J. Snow
,
Mark Sosebee
,
Jaehoon Yu
Performance of an Operating High Energy Physics Data Grid: DØSAR-Grid
CoRR
(2005)