Ikebe Masayuki

Research Center for Integrated Quantum ElectronicsProfessor
Last Updated :2025/07/05

■Researcher basic information

Degree

  • Ph.D, Hokkaido University, 2000

Profile Information

  • 料理を作るのが大好きです。
    もちろんお酒を飲むのも好きです。
    犬と庭の芝生をいじるのも好きです。

Researchmap personal page

Research Keyword

  • イメージセンサ
  • 画像処理
  • 生体模擬
  • 局所演算
  • RF CMOS
  • 集積化センサ
  • 発振回路
  • ネットワーク
  • センサネットワーク
  • 量子集積ハードウェア

Research Field

  • Informatics, Intelligent informatics
  • Nanotechnology/Materials, Crystal engineering
  • Nanotechnology/Materials, Applied materials
  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Electronic devices and equipment
  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Electric/electronic material engineering
  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Communication and network engineering

Educational Organization

■Career

Career

  • 2018 - Present
    北海道大学量子集積エレクトロニクス研究センター 教授
  • 2014 - Present
    東京大学 大規模集積システム設計教育センター 協力研究員, 協力研究員
  • 2021 - Nov. 2023
    北海道大学病院 次世代遠隔医療システム開発センター, 副センター長 兼任
  • 2004 - 2018
    Hokkaido University, 大学院・情報科学研究科, 准教授
  • 2000 - 2006
    大日本印刷株式会社半導体製品研究所
  • 2002 - 2003
    Toyohashi University of Technology, 受託研究員
  • Apr. 1997 - Mar. 2000
    北海道大学大学院 電子情報工学専攻 博士課程

Committee Memberships

  • Apr. 2022 - Present
    NHK放送技術研究所, 技術アドバイザ, Society
  • Present
    映像情報メディア学会 情報センシング研究会, 委員長, Society
  • Present
    電子情報通信学会, 集積回路研究会アナログTPC委員, Society
  • Present
    映像情報メディア学会, 情報センシング論文委員, Society
  • Oct. 2012 - Sep. 2013
    応用物理学会, SSDM Area5 chair, Society
  • Oct. 2011 - Sep. 2012
    応用物理学会, SSDM Area5 vice chair, Society
  • Oct. 2009 - Mar. 2010
    電子情報通信学会, Journal of NOLTA 論文委員, Society
  • Oct. 2008 - Sep. 2009
    電子情報通信学会, NOLTA2009 TPC secretary, Society

■Research activity information

Papers

  • BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs.
    Haolin Wang, Yafei Ou, Prasoon Ambalathankandy, Gen Ota, Pengyu Dai, Masayuki Ikebe, Kenji Suzuki 0001, Tamotsu Kamishima
    AAAI, 7674, 7681, 2025
    International conference proceedings
  • A Psychological Study: Importance of Contrast and Luminance in Color to Grayscale Mapping
    Prasoon Ambalathankandy, Yafei Ou, Sae Kaneko, Masayuki Ikebe
    Color and Imaging Conference, 31, 1, 55, 60, Society for Imaging Science & Technology, 13 Nov. 2023
    Scientific journal
  • A deep registration method for accurate quantification of joint space narrowing progression in rheumatoid arthritis.
    Haolin Wang, Yafei Ou, Wanxuan Fang, Prasoon Ambalathankandy, Naoto Goto, Gen Ota, Taichi Okino, Jun Fukae, Kenneth Sutherland, Masayuki Ikebe, Tamotsu Kamishima
    Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society, 108, 102273, 102273, Sep. 2023, [International Magazine]
    English, Scientific journal, Rheumatoid arthritis (RA) is a chronic autoimmune inflammatory disease that leads to progressive articular destruction and severe disability. Joint space narrowing (JSN) has been regarded as an important indicator for RA progression and has received significant attention. Radiology plays a crucial role in the diagnosis and monitoring of RA through the assessment of joint space. A new framework for monitoring joint space by quantifying joint space narrowing (JSN) progression through image registration in radiographic images has emerged as a promising research direction. This framework offers the advantage of high accuracy; however, challenges still exist in reducing mismatches and improving reliability. In this work, we utilize a deep intra-subject rigid registration network to automatically quantify JSN progression in the early stages of RA. In our experiments, the mean-square error of the Euclidean distance between the moving and fixed images was 0.0031, the standard deviation was 0.0661 mm and the mismatching rate was 0.48%. Our method achieves sub-pixel level accuracy, surpassing manual measurements significantly. The proposed method is robust to noise, rotation and scaling of joints. Moreover, it provides misalignment visualization, which can assist radiologists and rheumatologists in assessing the reliability of quantification, exhibiting potential for future clinical applications. As a result, we are optimistic that our proposed method will make a significant contribution to the automatic quantification of JSN progression in RA. Code is available at https://github.com/pokeblow/Deep-Registration-QJSN-Finger.git.
  • A deep registration method for accurate quantification of joint space narrowing progression in rheumatoid arthritis
    Haolin Wang, Yafei Ou, Wanxuan Fang, Prasoon Ambalathankandy, Naoto Goto, Gen Ota, Taichi Okino, Jun Fukae, Kenneth Sutherland, Masayuki Ikebe, Tamotsu Kamishima
    Computerized Medical Imaging and Graphics, 108, 102273, 102273, Elsevier BV, Sep. 2023
    Scientific journal
  • Fully automatic software for detecting radiographic joint space narrowing progression in rheumatoid arthritis: phantom study and comparison with visual assessment
    Taichi Okino, Yafei Ou, Masayuki Ikebe, Kenichi Tamura, Kenneth Sutherland, Jun Fukae, Kazuhide Tanimura, Tamotsu Kamishima
    JAPANESE JOURNAL OF RADIOLOGY, 41, 5, 510, 520, May 2023
    English, Scientific journal
  • Fully automatic software for detecting radiographic joint space narrowing progression in rheumatoid arthritis: phantom study and comparison with visual assessment.
    Taichi Okino, Yafei Ou, Masayuki Ikebe, Kenichi Tamura, Kenneth Sutherland, Jun Fukae, Kazuhide Tanimura, Tamotsu Kamishima
    Japanese journal of radiology, 41, 5, 510, 520, May 2023, [Domestic magazines]
    English, Scientific journal, PURPOSE: We have developed an in-house software equipped with partial image phase-only correlation (PIPOC) which can automatically quantify radiographic joint space narrowing (JSN) progression. The purpose of this study was to evaluate the software in phantom and clinical assessments. MATERIALS AND METHODS: In the phantom assessment, the software's performance on radiographic images was compared to the joint space width (JSW) difference using a micrometer as ground truth. A phantom simulating a finger joint was scanned underwater. In the clinical assessment, 15 RA patients were included. The software measured the radiological progression of the finger joints between baseline and the 52nd week. The cases were also evaluated with the Genant-modified Sharp score (GSS), a conventional visual scoring method. We also quantitatively assessed these joints' synovial vascularity (SV) on power Doppler ultrasonography (0, 8, 20 and 52 weeks). RESULTS: In the phantom assessment, the PIPOC software could detect changes in JSN with a smallest detectable difference of 0.044 mm at 0.1 mm intervals. In the clinical assessment, the JSW change of the joints with GSS progression detected by the software was significantly greater than those without GSS progression (p = 0.004). The JSW change of joints with positive SV at baseline was significantly higher than those with negative SV (p = 0.024). CONCLUSION: Our in-house software equipped with PIPOC can automatically and quantitatively detect slight radiographic changes of JSW in clinically inactive RA patients.
  • A Sub-Pixel Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis
    Yafei Ou, Prasoon Ambalathankandy, Ryunosuke Furuya, Seiya Kawada, Tianyu Zeng, Yujie An, Tamotsu Kamishima, Kenichi Tamura, Masayuki Ikebe
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 27, 1, 53, 64, Jan. 2023
    English, Scientific journal
  • A Sub-Pixel Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis
    Ou, Yafei, Ambalathankandy, Prasoon, Furuya, Ryunosuke, Kawada, Seiya, Zeng, Tianyu, An, Yujie, Kamishima, Tamotsu, Tamura, Kenichi, Ikebe, Masayuki
    IEEE Journal of Biomedical and Health Informatics, 27, 1, 53, 64, Jan. 2023
    English, Scientific journal, Rheumatoid arthritis (RA) is a chronic autoimmune disease that primarily affects peripheral synovial joints, like fingers, wrists and feet. Radiology plays a critical role in the diagnosis and monitoring of RA. Limited by the current spatial resolution of radiographic imaging, joint space narrowing (JSN) progression of RA for the same reason above can be less than one pixel per year with universal spatial resolution. Insensitive monitoring of JSN can hinder the radiologist/rheumatologist from making a proper and timely clinical judgment. In this paper, we propose a novel and sensitive method that we call partial image phase-only correlation which aims to automatically quantify JSN progression in the early RA. The majority of the current literature utilizes the mean error, root-mean-square deviation and standard deviation to report the accuracy at pixel level. Our work measures JSN progression between a baseline and its follow-up finger joint images by using the phase spectrum in the frequency domain. Using this study, the mean error can be reduced to 0.0130 mm when applied to phantom radiographs with ground truth, and 0.0519 mm standard deviation for clinical radiography. With the sub-pixel accuracy far beyond usual manual measurements, we are optimistic that the proposed work is a promising scheme for automatically quantifying JSN progression.
  • A Sub-Pixel Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis.
    Yafei Ou, Prasoon Ambalathankandy, Ryunosuke Furuya, Seiya Kawada, Tianyu Zeng, Yujie An, Tamotsu Kamishima, Kenichi Tamura, Masayuki Ikebe
    IEEE journal of biomedical and health informatics, 27, 1, 53, 64, Jan. 2023, [International Magazine]
    English, Scientific journal, Rheumatoid arthritis (RA) is a chronic autoimmune disease that primarily affects peripheral synovial joints, like fingers, wrists and feet. Radiology plays a critical role in the diagnosis and monitoring of RA. Limited by the current spatial resolution of radiographic imaging, joint space narrowing (JSN) progression of RA for the same reason above can be less than one pixel per year with universal spatial resolution. Insensitive monitoring of JSN can hinder the radiologist/rheumatologist from making a proper and timely clinical judgment. In this paper, we propose a novel and sensitive method that we call partial image phase-only correlation which aims to automatically quantify JSN progression in the early RA. The majority of the current literature utilizes the mean error, root-mean-square deviation and standard deviation to report the accuracy at pixel level. Our work measures JSN progression between a baseline and its follow-up finger joint images by using the phase spectrum in the frequency domain. Using this study, the mean error can be reduced to 0.0130 mm when applied to phantom radiographs with ground truth, and 0.0519 mm standard deviation for clinical radiography. With the sub-pixel accuracy far beyond usual manual measurements, we are optimistic that the proposed work is a promising scheme for automatically quantifying JSN progression.
  • Analytical Methods for Evaluating the Characteristics of Noise Suppression Sheets
    Eiichi Sano, Masayuki Ikebe
    IEEE Transactions on Electromagnetic Compatibility, 64, 4, 1052, 1057, Institute of Electrical and Electronics Engineers (IEEE), Aug. 2022
    Scientific journal
  • Real-time tone mapping: a survey and cross-implementation hardware benchmark
    Ou Y., Ambalathankandy P., Ikebe M., Takamaeda-Yamazaki S., Motomura M., Asai T.
    IEEE Transactions on Circuits and Systems for Video Technology, 32, 5, 2666, 2686, Institute of Electrical and Electronics Engineers (IEEE), 05 May 2022, [Peer-reviewed]
    English, Scientific journal
  • Joint space narrowing progression quantification with joint angle correction in rheumatoid arthritis
    Yafei Ou, Prasoon Ambalathankandy, Ryunosuke Furuya, Seiya Kawada, Tamotsu Kamishima, Masayuki Ikebe
    2022 14TH BIOMEDICAL ENGINEERING INTERNATIONAL CONFERENCE (BMEICON 2022), 2022
    English, International conference proceedings
  • [Invited Paper] HDR Tone mapping: System Implementations and Benchmarking
    Masayuki Ikebe, Prasoon Ambalathankandy, Yafei Ou
    ITE Transactions on Media Technology and Applications, 10, 2, 27, 51, Institute of Image Information and Television Engineers, 2022
    Scientific journal
  • Warm-cool color-based high-speed decolorization: an empirical approach for tone mapping applications.
    Prasoon Ambalathankandy, Yafei Ou, Masayuki Ikebe
    Journal of Electronic Imaging, 30, 4, 2021
    Scientific journal
  • Quantification of Joint Space Width Difference on Radiography Via Phase-Only Correlation (POC) Analysis: a Phantom Study Comparing with Various Tomographical Modalities Using Conventional Margin-Contouring.
    Aimi Taguchi, Shun Shishido, Yafei Ou, Masayuki Ikebe, Tianyu Zeng, Wanxuan Fang, Koichi Murakami, Toshikazu Ueda, Nobutoshi Yasojima, Keitaro Sato, Kenichi Tamura, Kenneth Sutherland, Nozomi Oki, Ko Chiba, Kazuyuki Minowa, Masataka Uetani, Tamotsu Kamishima
    Journal of Digital Imaging, 34, 1, 96, 104, 2021
    Scientific journal
  • An Adaptive Global and Local Tone Mapping Algorithm Implemented on FPGA.
    Prasoon Ambalathankandy, Masayuki Ikebe, Takayuki Yoshida, Takeshi Shimada, Shinya Takamaeda, Masato Motomura, Tetsuya Asai
    IEEE Transactions on Circuits and Systems for Video Technology, 30, 9, 3015, 3028, 2020
    Scientific journal
  • FPGA-based annealing processor with time-division multiplexing
    Yamamoto K., Ikebe M., Asai T., Motomura M., Takamaeda-Yamazaki S.
    IEICE Transactions on Information and Systems, E102-D, 12, 2295, 2305, 01 Dec. 2019, [Peer-reviewed]
    English, Scientific journal
  • Dither NN: hardware/algorithm co-design for accurate quantized neural networks
    Ando K., Ueyoshi K., Oba Y., Hirose K., Uematsu R., Kudo T., Ikebe M., Asai T., Takamaeda-Yamazaki S., Motomura M.
    IEICE Transactions on Information and Systems, E102, 12, 2341, 2353, 01 Dec. 2019, [Peer-reviewed]
    English, Scientific journal
  • A study on a low power optimization algorithm for an edge-AI Device               
    Kaneko T., Orimo K., Hida I., Takamaeda-Yamazaki S., Ikebe M., Motomura M., Asai T.
    Nonlinear Theory and Its Applications, E10-N, 4, 373, 389, 01 Oct. 2019, [Peer-reviewed]
    English, Scientific journal
  • Hardware-oriented algorithm and architecture for generative adversarial networks
    Kaneko T., Ikebe M., Takamaeda-Yamazaki S., Motomura M., Asai T.
    Journal of Signal Processing, 23, 4, 151, 154, 20 Jul. 2019, [Peer-reviewed]
    English, Scientific journal
  • 2.4 GHz wake-up receiver with suppressed substrate noise coupling
    Shota Hiramatsu, Masayuki Ikebe, Eiichi Sano
    Analog Integrated Circuits and Signal Processing, 100, 1, 23, 29, Springer New York LLC, 15 Jul. 2019
    English, Scientific journal
  • Wideband terahertz imaging pixel with a small on-chip antenna in 180 nm CMOS               
    Y. Kanazawa, S. Yokoyama, S. Hiramatsu, E. Sano, T. Ikegami, Y. Takida, P. Ambalathanakandy, H. Minamide, M. Ikebe
    JJAP, 58, Apr. 2019, [Peer-reviewed]
    English, Scientific journal
  • 5.8 A 32×32-Pixel 0.9THz Imager with Pixel-Parallel 12b VCO-Based ADC in 0.18μm CMOS
    Sayuri Yokoyama, Masayuki Ikebe, Yuri Kanazawa, Takahiro Ikegami, Prasoon Ambalathankandy, Shota Hiramatsu, Eiichi Sano, Yuma Takida, Hiroaki Minamide
    Digest of Technical Papers - IEEE International Solid-State Circuits Conference, 2019-, 108, 110, Institute of Electrical and Electronics Engineers Inc., 06 Mar. 2019
    English, International conference proceedings
  • A 32×32-Pixel 0.9THz Imager with Pixel-Parallel 12b VCO-Based ADC in 0.18μm CMOS.
    Sayuri Yokoyama, Masayuki Ikebe, Yuri Kanazawa, Takahiro Ikegami, Prasoon Ambalathankandy, Shota Hiramatsu, Eiichi Sano, Yuma Takida, Hiroaki Minamide
    IEEE International Solid- State Circuits Conference(ISSCC), 43, 11(IST2019 12-22), 108, 110, IEEE, 2019
  • Automatic Radiographic Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis Using POC.
    Yafei Ou, Prasoon Ambalathankandy, Takeshi Shimada, Tamotsu Kamishima, Masayuki Ikebe
    16th IEEE International Symposium on Biomedical Imaging(ISBI), 1183, 1187, IEEE, 2019
    International conference proceedings
  • Radiography Contrast Enhancement: Smoothed LHE Filter a Practical Solution for Digital X-Rays with Mach Band.
    Prasoon Ambalathankandy, Yafei Ou, Jyotsna Kochiyil, Shinya Takamaeda, Masato Motomura, Tetsuya Asai, Masayuki Ikebe
    2019 Digital Image Computing: Techniques and Applications(DICTA), 1, 8, IEEE, 2019
    International conference proceedings
  • 3D Integrated Pixel Sensor with Silicon-on-Insulator Technology for the International Linear Collider Experiment.
    Miho Yamada, Shun Ono, Yasuo Arai, Ikuo Kurachi, Toru Tsuboyama, Masayuki Ikebe, Makoto Motoyoshi
    2019 International 3D Systems Integration Conference (3DIC)(3DIC), 1, 4, IEEE, 2019
    International conference proceedings
  • Real-time HDTV to 4K and 8K-UHD conversions using anti-aliasing based super resolution algorithm on FPGA
    Ambalathankandy P, Takamaeda-Yamazaki S, Motomura M, Asai T, Ikebe M, Kusano H
    Microprocessors and Microsystems, 60, 21, 31, 01 Dec. 2018, [Peer-reviewed]
    English, Scientific journal
  • Quantization error-based regularization for hardware-aware neural network training               
    Hirose K, Uematsu R, Ando K, Ueyoshi K, Ikebe M, Asai T, Motomura M, Takamaeda-Yamazaki S
    Nonlinear Theory and Its Applications, E9-N, 4, 453, 465, 01 Oct. 2018, [Peer-reviewed]
    English, Scientific journal
  • CMOS terahertz imaging pixel with a VCO-based ADC               
    S. Yokoyama, M. Ikebe, Y. Kanazawa, T. Ikegami, P. Ambalathankandy, S. Hiramatsu, E. Sano, Y. Takida, H. Minamide
    2018 Int'l Conf. Solid State Devices and Materials, Sep. 2018, [Peer-reviewed]
    English, International conference proceedings
  • CMOS terahertz imaging pixel with a wideband on-chip antenna               
    Y. Kanazawa, S. Hiramatsu, E. Sano, S. Yokoyama, P. Ambalathankandy, M. Ikebe
    2018 43rd International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz), Sep. 2018, [Peer-reviewed]
    English, International conference proceedings
  • BRein memory: a single-chip binary/ternary reconfigurable in-memory deep neural network accelerator achieving 1.4TOPS at 0.6W
    Ando K, Ueyoshi K, Orimo K, Yonekawa H, Sato S, Nakahara H, Takamaeda-Yamazaki S, Ikebe M, Asai T, Kuroda T, Motomura M
    IEEE Journal of Solid-State Circuits, 53, 4, 983, 994, 01 Apr. 2018, [Peer-reviewed]
    English, Scientific journal
  • 2.4 GHzウェイクアップ受信機の試作と評価
    平松正太, 池辺 将之, 佐野 栄一
    電子情報通信学会論文誌, J101-C, 3, 147, 155, Mar. 2018, [Peer-reviewed], [Invited]
    Japanese
  • Proto-computing architecture over a digital medium aiming at real-time video processing
    Tanibata A, Schmid A, Takamaeda-Yamazaki S, Ikebe M, Motomura M, Asai T
    Complexity, 2018, 3618621-1, 11, 15 Feb. 2018, [Peer-reviewed]
    English, Scientific journal
  • Analysis of Smoothed LHE Methods for Processing Images with Optical Illusions.
    Prasoon Ambalathankandy, Takeshi Shimada, Shinya Takamaeda, Masato Motomura, Tetsuya Asai, Masayuki Ikebe
    IEEE Visual Communications and Image Processing(VCIP), 1, 4, IEEE, 2018
    International conference proceedings
  • Area and Energy Optimization for Bit-Serial Log-Quantized DNN Accelerator with Shared Accumulators.
    Takumi Kudo, Kodai Ueyoshi, Kota Ando, Kazutoshi Hirose, Ryota Uematsu, Yuka Oba, Masayuki Ikebe, Tetsuya Asai, Masato Motomura, Shinya Takamaeda-Yamazaki
    12th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip(MCSoC), 237, 243, IEEE Computer Society, 2018
    International conference proceedings
  • Sparse Disparity Estimation Using Global Phase Only Correlation for Stereo Matching Acceleration.
    Takeshi Shimada, Masayuki Ikebe, Prasoon Ambalathankandy, Shinya Takamaeda-Yamazaki, Masato Motomura, Tetsuya Asai
    2018 IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), 1842, 1846, IEEE, 2018
    International conference proceedings
  • Dither NN: An Accurate Neural Network with Dithering for Low Bit-Precision Hardware.
    Kota Ando, Kodai Ueyoshi, Yuka Oba, Kazutoshi Hirose, Ryota Uematsu, Takumi Kudo, Masayuki Ikebe, Tetsuya Asai, Shinya Takamaeda-Yamazaki, Masato Motomura
    International Conference on Field-Programmable Technology(FPT), 6, 13, IEEE, 2018
    International conference proceedings
  • Equivalent circuit analysis of artificial dielectric layers               
    E. Sano, M. Ikebe
    Progress In Electromagnetics Research M, 60, 85, 92, Sep. 2017, [Peer-reviewed]
    English, Scientific journal
  • 6-DoF camera position and posture estimation based on local patches of image sequence
    Tsuji T, Ikebe M, Takamaeda-Yamazaki S, Motomura M, Asai T
    Journal of Signal Processing, 21, 4, 191, 194, Research Institute of Signal Processing, Japan, 20 Jul. 2017, [Peer-reviewed]
    English, Scientific journal, We propose real-time camera position and posture estimation with six degrees of freedom (6-DoF) based on local patches of an image sequence. Our method alternately performs camera motion calculation and depth map reconstruction. Using the reconstructed depth map on only edge regions of images, our estimation method was 30% faster than that based on all pixels and achieved robust motion tracking compared with the feature-points-based method.
  • A multithreaded CGRA for convolutional neural network processing
    Ando K, Takamaeda-Yamazaki S, Ikebe M, Asai T, Motomura M
    Circuits and Systems, 8, 6, 149, 170, 29 Jun. 2017, [Peer-reviewed]
    English, Scientific journal
  • A high performance and energy efficient microprocessor with a novel restricted dynamically reconfigurable accelerator
    Hida I, Takamaeda-Yamazaki S, Ikebe M, Motomura M, Asai T
    Circuits and Systems, 8, 5, 134, 147, 19 May 2017, [Peer-reviewed]
    English, Scientific journal
  • An energy-efficient dynamic branch predictor with a two-clock-cycle naive Bayes classifier for pipelined RISC microprocessors
    Hida I, Takamaeda-Yamazaki S, Ikebe M, Motomura M, Asai T
    Nonlinear Theory and Its Applications, E8-N, 3, 235, 245, 19 May 2017, [Peer-reviewed]
    English, Scientific journal
  • Design and Fabrication of Terahertz Detectors Based on 180-nm CMOS Process Technology
    Kosuke Wakita, Eiichi Sano, Masayuki Ikebe, Stevanus Arnold, Taiichi Otsuji, Yuma Takida, Hiroaki Minamide
    FUNDAMENTAL AND APPLIED PROBLEMS OF TERAHERTZ DEVICES AND TECHNOLOGIES, 58, 3&4, 33, 41, 2017, [Peer-reviewed]
    English, International conference proceedings
  • Quantization Error-Based Regularization in Neural Networks.
    Kazutoshi Hirose, Kota Ando, Kodai Ueyoshi, Masayuki Ikebe, Tetsuya Asai, Masato Motomura, Shinya Takamaeda-Yamazaki
    Artificial Intelligence XXXIV - 37th SGAI International Conference on Artificial Intelligence, 137, 142, Springer, 2017
    International conference proceedings
  • In-memory area-efficient signal streaming processor design for binary neural networks.
    Haruyoshi Yonekawa, Shimpei Sato, Hiroki Nakahara, Kota Ando, Kodai Ueyoshi, Kazutoshi Hirose, Kentaro Orimo, Shinya Takamaeda-Yamazaki, Masayuki Ikebe, Tetsuya Asai, Masato Motomura
    IEEE 60th International Midwest Symposium on Circuits and Systems(MWSCAS), 116, 119, IEEE, 2017
    International conference proceedings
  • Low latency divider using ensemble of moving average curves.
    Yuhan Fu, Masayuki Ikebe, Takeshi Shimada, Tetsuya Asai, Masato Motomura
    18th International Symposium on Quality Electronic Design(ISQED), 397, 402, IEEE, 2017
    International conference proceedings
  • Exploring optimized accelerator design for binarized convolutional neural networks.
    Kodai Ueyoshi, Kota Ando, Kentaro Orimo, Masayuki Ikebe, Tetsuya Asai, Masato Motomura
    2017 International Joint Conference on Neural Networks(IJCNN), 2510, 2516, IEEE, 2017
    International conference proceedings
  • Logarithmic Compression for Memory Footprint Reduction in Neural Network Training.
    Kazutoshi Hirose, Ryota Uematsu, Kota Ando, Kentaro Orimo, Kodai Ueyoshi, Masayuki Ikebe, Tetsuya Asai, Shinya Takamaeda-Yamazaki, Masato Motomura
    Fifth International Symposium on Computing and Networking(CANDAR), 291, 297, IEEE Computer Society, 2017
    International conference proceedings
  • A Time-Division Multiplexing Ising Machine on FPGAs.
    Kasho Yamamoto, Weiqiang Huang, Shinya Takamaeda-Yamazaki, Masayuki Ikebe, Tetsuya Asai, Masato Motomura
    Proceedings of the 8th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies(HEART), 3, 6, ACM, 2017
    International conference proceedings
  • FPGA implementation of edge-guided pattern generation for motion-vector estimation of textureless objects.
    Aoi Tanibata, Alexandre Schmid, Shinya Takamaeda-Yamazaki, Masayuki Ikebe, Masato Motomura, Tetsuya Asai
    27th International Conference on Field Programmable Logic and Applications(FPL), 1, 1, IEEE, 2017
    International conference proceedings
  • Accelerating deep learning by binarized hardware.
    Shinya Takamaeda-Yamazaki, Kodai Ueyoshi, Kota Ando, Ryota Uematsu, Kazutoshi Hirose, Masayuki Ikebe, Tetsuya Asai, Masato Motomura
    2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference(APSIPA), 1045, 1051, IEEE, 2017
    International conference proceedings
  • Electrical characterization and microwave application of polyacrylonitrile/carbon nanotube-based carbon fibers
    Eiichi Sano, Takehito Watanuki, Masayuki Ikebe, Bunshi Fugetsu
    Japanese Journal of Applied Physics, 56, 9, Japan Society of Applied Physics, 2017, [Peer-reviewed]
    English, Scientific journal
  • High impedance properties of two-dimensional composite right/left-handed transmission lines
    Eiichi Sano, Masayuki Ikebe
    Progress In Electromagnetics Research C, 76, 55, 62, Electromagnetics Academy, 2017, [Peer-reviewed]
    English, Scientific journal
  • An Image Sensor/Processor 3D Stacked Module featuring ThruChip Interfaces
    Masayuki Ikebe, Tetsuya Asai, Masafumi Mori, Toshiyuki Itou, Daisuke Uchida, Yasuhiro Take, Tadahiro Kuroda, Masato Motomura
    2017 22ND ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC), 7, 8, 2017, [Peer-reviewed]
    English, International conference proceedings
  • Design and fabrication of terahertz detectors based on 180 nm CMOS process technology
    脇田幸典, 池辺将之, ARNOLD Stevanus, 尾辻泰一, 瀧田佑馬, 南出泰亜, 佐野栄一
    電子情報通信学会技術研究報告, ED2016-83, 375(ED2016 80-95), 17, 22, Dec. 2016
    Japanese
  • FPGA-based stream processing for frequent itemset mining with incremental multiple hashes
    Yamamoto K, Ikebe M, Asai T, Motomura M
    Circuits and Systems, 7, 10, 3299, 3309, 25 Aug. 2016, [Peer-reviewed]
    English, Scientific journal
  • 3D stacked imager featuring inductive coupling channels for high speed/low-noise image transfer
    Ikebe M, Uchida D, Take Y, Someya M, Chikuda S, Matsuyama K, Asai T, Kuroda T, Motomura M
    ITE Transactions on Media Technology and Applications, 4, 2, 142, 148, The Institute of Image Information and Television Engineers, 01 Apr. 2016, [Peer-reviewed]
    English, Scientific journal, This paper proposes 3D stacked module consisting of image sensor and digital logic dies connected through inductive coupling channels. Evaluation of a prototype module revealed radiation noise from the inductive coils to the image sensor is less than 0.4-LSB range along with ADC code, i.e., negligible. Aiming at high frame rate image sensor/processing module exploiting this attractive off-die interface, we also worked on resolving another throughput-limiter, namely power consuming Time to Digital Converter (TDC) used in column parallel ADCs. Novel intermittent TDC operation scheme presented in this paper can reduce its power dissipation 57% from conventional ones.
  • Bit-depth expansion for noisy contour reduction in natural images.
    Akira Mizuno, Masayuki Ikebe
    2016 IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), 1671, 1675, IEEE, 2016
    International conference proceedings
  • A 2-clock-cycle Naïve Bayes classifier for dynamic branch prediction in pipelined RISC microprocessors.
    Itaru Hida, Masayuki Ikebe, Tetsuya Asai, Masato Motomura
    2016 IEEE Asia Pacific Conference on Circuits and Systems(APCCAS), 297, 300, IEEE, 2016
    International conference proceedings
  • Motion-Vector Estimation and Cognitive Classification on an Image Sensor/Processor 3D Stacked System featuring ThruChip Interfaces
    Tetsuya Asai, Masafumi Mori, Toshiyuki Itou, Yasuhiro Take, Masayuki Ikebe, Tadahiro Kuroda, Masato Motomura
    ESSCIRC CONFERENCE 2016, 105, 108, 2016, [Peer-reviewed]
    English, International conference proceedings
  • An FPGA-Optimized Architecture of Anti-Aliasing based Super Resolution for Real-Time HDTV to 4K-and 8K-UHD Conversions
    Hotaka Kusano, Masayuki Ikebe, Tetsuya Asai, Masato Motomura
    2016 INTERNATIONAL CONFERENCE ON RECONFIGURABLE COMPUTING AND FPGAS (RECONFIG16), 1, 6, 2016, [Peer-reviewed]
    English, International conference proceedings
  • Design and fabrication of a terahertz imaging array in 180-nm CMOS process technology
    Kosuke Wakita, Eiichi Sano, Masayuki Ikebe, Stevanus Arnold, Taiichi Otsuji, Yuma Takida, Hiroaki Minamide
    2016 21ST INTERNATIONAL CONFERENCE ON MICROWAVE, RADAR AND WIRELESS COMMUNICATIONS (MIKON), 2016, [Peer-reviewed]
    English, International conference proceedings
  • FPGA Architecture for Feed-Forward Sequential Memory Network targeting Long-Term Time-Series Forecasting
    Kentaro Orimo, Kota Ando, Kodai Ueyoshi, Masayuki Ikebe, Tetsuya Asai, Masato Motomura
    2016 INTERNATIONAL CONFERENCE ON RECONFIGURABLE COMPUTING AND FPGAS (RECONFIG16), 1, 6, 2016, [Peer-reviewed]
    English, International conference proceedings
  • Low-power single-slope analog-to-digital converter with intermittently working time-to-digital converter
    D. Uchida, M. Ikebe, J. Motohisa, E. Sano
    J. Signal Processing, 19, 6, 219, 226, Nov. 2015, [Peer-reviewed]
    English, Scientific journal
  • Low-power, small-size transmitter module with metamaterial antenna
    Kazuki Hiraishi, Toshiki Wada, Keishi Kubo, Yutaro Otsu, Masayuki Ikebe, Eiichi Sano
    ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 83, 1, 1, 9, Apr. 2015, [Peer-reviewed]
    English, Scientific journal
  • [Paper] Smooth Gradation Reconstruction from False Contours in Quantized Natural Image
    Mizuno Akira, Ikebe Masayuki
    ITE Transactions on Media Technology and Applications, 3, 4, 251, 257, The Institute of Image Information and Television Engineers, 2015
    English, We propose a bit-depth expansion (BDE) method targeting natural images. In the analog part of an imaging system, signal intensity fluctuations occur due to noise (e.g. thermal noise in the image sensor). After that, in the digital part, the intensities are rounded off to limited levels. The latter process, which is quantization, increases the intensity of fluctuation errors caused by stochastic resonance. These errors are viewed as false contour artifacts in the gradation region. Our goal was to obtain the original signal from the quantized noisy signal. We formulated a probabilistic model based on this quantization process, and successfully reconstructed smooth gradations from noisy contours. Subjective evaluation by voting clarified that the output image has higher quality.
  • Halo control for LHE based local adaptive tone mapping.
    Yuta Kimura, Masayuki Ikebe
    2015 IEEE International Conference on Image Processing(ICIP), 3911, 3915, IEEE, 2015
    International conference proceedings
  • 3D Stacked Imager featuring Inductive Coupling Channels for High Speed/Low-Noise Image Transfer
    IKEBE Masayuki, UCHIDA Daisuke, TAKE Yasuhiro, SOMEYA Makito, CHIKUDA Satoshi, MATSUYAMA Kento, ASAI Tetsuya, KURODA Tadahiro, MOTOMURA Masato
    ITE Technical Report, 39, 35(IST2015 43-56), 17, 20, The Institute of Image Information and Television Engineers, 2015
    Japanese, This paper proposes 3D stacked module consisting of image sensor and digital logic dies connected through inductive coupling channels. Evaluation of a prototype module revealed radiation noise from the inductive coils to the image sensor is less than 0.4-LSB range along with ADC code, i.e., negligible. Aiming at high frame rate image sensor/processing module exploiting this attractive off-die interface, we also worked on resolving another throughput-limiter, namely power consuming TDC used in column parallel ADCs. Novel intermittent TDC operation scheme presented in this paper can reduce its power dissipation 57% from conventional ones.
  • Image Sensor/Digital Logic 3D Stacked Module featuring Inductive Coupling Channels for High Speed/Low-Noise Image Transfer
    Masayuki Ikebe, Daisuke Uchida, Yasuhiro Take, Makito Someya, Satoshi Chikuda, Kento Matsuyama, Tetsuya Asai, Tadahiro Kuroda, Masato Motomura
    2015 SYMPOSIUM ON VLSI CIRCUITS (VLSI CIRCUITS), 82, 2015, [Peer-reviewed]
    English, International conference proceedings
  • FPGA-based design for motion-vector estimation exploiting high-speed imaging and its application to motion classification with neural networks
    Mori M, Itou T, Ikebe M, Asai T, Kuroda T, Motomura M
    Journal of Signal Processing, 18, 4, 165, 168, 30 Jul. 2014, [Peer-reviewed]
    English, Scientific journal
  • 自動しきい値補償型Dickson Charge Pumpによる整流特性の効率化               
    謝侃, 池辺将之, 本久順一, 佐野栄一
    映情学技報, 38, 26, 61, 64, Jul. 2014
    Japanese, Symposium
  • 2.4 GHz帯プリバイアス型整流回路の試作と評価               
    吉川知秀, 平石一貴, 和田敏輝, 池辺将之, 佐野栄一
    映情学技報, 38, 26, 55, 59, Jul. 2014
    Japanese, Symposium
  • 間欠動作TDCを用いたシングルスロープADC構成の検討”               
    染谷槙人, 内田大輔, 池辺将之, 本久順一, 佐野栄一
    映情学技報, 38, 26, 51, 54, Jul. 2014
    Japanese, Symposium
  • Design and fabrication of 2.4 GHz pre-biased rectifier
    Yutaro Otsu, Keishi Kubo, Masayuki Ikebe, Eiichi Sano
    ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 79, 2, 301, 307, May 2014, [Peer-reviewed]
    English, Scientific journal
  • CMOS common-mode rejection filter with floating active transformer operation
    Daisuke Uchida, Masayuki Ikebe, Junichi Motohisa, Eiichi Sano, Akira Kondou
    JAPANESE JOURNAL OF APPLIED PHYSICS, 53, 4, 04EE20-1, 04EE20-6, Apr. 2014, [Peer-reviewed]
    English, Scientific journal
  • A 12-bit, 5.5-mu W Single-Slope ADC using Intermittent Working TDC with Multi-Phase Clock Signals
    Daisuke Uchida, Masayuki Ikebe, Junichi Motohisa, Eiichi Sano
    2014 21ST IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS (ICECS), 770, 773, 2014, [Peer-reviewed]
    English, International conference proceedings
  • CMOS common-mode filter with gyrator-C network               
    D. Uchida, M. Ikebe, J. Motohisa, E. Sano, A. Kondou
    Int'l Conf. Solid State Devices and Materials, 886, 887, Sep. 2013, [Peer-reviewed]
    English, International conference proceedings
  • FPGA implementation of single-image super resolution based on frame-bufferless box filtering
    Sanada Y, Ohira T, Chikuda S, Igarashi M, Ikebe M, Asai T, Motomura M
    Journal of Signal Processing, 17, 4, 111, 114, 30 Jul. 2013, [Peer-reviewed]
    English, Scientific journal
  • メタマテリアルアンテナを用いた低電力小型送信モジュール               
    平石一貴, 和田敏輝, 久保圭史, 大津雄太郎, 池辺将之, 佐野栄一
    映情学技報, 37, 29, 63, 68, Jul. 2013
    Japanese, Symposium
  • Low-power wake-up receiver with subthreshold CMOS circuits for wireless sensor networks
    Kazuhiro Takahagi, Hiromichi Matsushita, Tomoki Iida, Masayuki Ikebe, Yoshihito Amemiya, Eiichi Sano
    ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 75, 2, 199, 205, May 2013, [Peer-reviewed]
    English, Scientific journal
  • Smooth Gradation Reconstruction by Poisson Equation
    Mizuno Akira, Igarashi Masaki, Ikebe Masayuki
    The Journal of the Institute of Television Engineers of Japan, 67, 8, J326, J333, The Institute of Image Information and Television Engineers, 2013
    Japanese, A novel approach for bit-depth expansion is proposed. When displaying a low bit-depth image on a monitor, false contour artifacts tend to appear in the gradation region. Such false contours seriously degrade the image quality. Reconstructing smooth gradations from false contours is crucial yet it remains difficult problem for 2D images. The proposed method enables the 2D interpolation problem to be separated into a 1D problem by using the Poisson equation. An output image with mathematically smooth gradations can be obtained.
  • Accuracy improvement of histogram-based image filtering.
    Masaki Igarashi, Akira Mizuno, Masayuki Ikebe
    IEEE International Conference on Image Processing(ICIP), 1217, 1221, IEEE, 2013
    International conference proceedings
  • 60-GHz, 9-μW wake-up receiver for short-range wireless communications
    Toshiki Wada, Masayuki Ikebe, Eiichi Sano
    European Solid-State Circuits Conference, 383, 386, IEEE, 2013, [Peer-reviewed]
    English, International conference proceedings
  • Hardware-Oriented Stereo Vision Algorithm based on 1-D Guided Filtering and its FPGA Implementation.
    Katsuki Ohata, Yuki Sanada, Tetsuro Ogaki, Kento Matsuyama, Takanori Ohira, Satoshi Chikuda, Masaki Igarashi, Masayuki Ikebe, Tetsuya Asai, Masato Motomura, Tadahiro Kuroda
    2013 IEEE 20TH INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS, AND SYSTEMS (ICECS), 169, 172, 2013, [Peer-reviewed]
    English, International conference proceedings
  • A 11b 5.1μW multi-slope ADC with a TDC using multi-phase clock signals
    K. Kim, M. Ikebe, J. Motohisa, E. Sano
    IEEE International Conference on Electronics, Circuits, and Systems, 512, 515, IEEE, Dec. 2012, [Peer-reviewed]
    English, International conference proceedings
  • インターリーブ動作による高速ランプ波形発生器               
    内田大輔, 近藤 亮, 池辺将之, 本久順一, 佐野栄一
    LSIとシステムのワークショップ2012, 228, 229, May 2012
    Japanese, Symposium
  • 60GHz帯低電力直接検波回路               
    和田敏輝, 高萩和宏, 池辺将之, 雨宮好仁, 佐野栄一
    LSIとシステムのワークショップ2012, 255, 257, May 2012
    Japanese, Symposium
  • Fast bilateral filtering using recursive moving sum
    Igarashi Masaki, Ikebe Masayuki, Shimoyama Sohsuke, Motohisa Junichi
    Nonlinear Theory and Its Applications, IEICE, 3, 2, 222, 232, The Institute of Electronics, Information and Communication Engineers, 2012
    English, We propose a constant-time algorithm for a bilateral filter. Bilateral filter can be converted into the operation of three-dimensional (3D) convolution. By using recursive moving sum, we can reduce the number of calculations needed to construct a pseudo-Gaussian filter. Applying one-dimensional Gaussian filter to the 3D convolution, we achieved a constant-time bilateral filter. We used a 3-GHz CPU without SIMD instructions, or multi-thread operations. We confirmed our proposed bilateral filter to be processed in constant time. In practical conditions, high PSNR values over 40 dB are obtained.
  • A 0.6-4.5 GHz Inductorless CMOS Low Noise Amplifier With Gyrator-C network
    A. Kondou, M. Ikebe, J. Motohisa, Y. Amemiya, E. Sano
    IEEE International Conference on Electronics, Circuits, and Systems, 326, 329, IEEE, Dec. 2011, [Peer-reviewed]
    English, International conference proceedings
  • センサネットワークのための極低消費電力ウェイクアップ受信器               
    高萩和宏, 松下拓道, 飯田智貴, 池辺将之, 雨宮好仁, 佐野栄一
    第24回 回路とシステムワークショップ, 300, 304, Aug. 2011, [Peer-reviewed]
    Japanese, Symposium
  • 容量分圧動作を用いたsingle-slope A/D変換器               
    金基秀, 池辺将之, 本久順一, 佐野栄一
    LSIとシステムのワークショップ2011, 201, 203, May 2011
    Japanese, Symposium
  • A CMOS Imager with negative feedback pixel circuits and its applications
    Masayuki Ikebe, Junichi Motohisa
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2011: ADVANCES IN IMAGING DETECTORS AND APPLICATIONS, 8194, 2011, [Peer-reviewed]
    English, International conference proceedings
  • Column parallel single-slope ADC with time to digital converter for CMOS imager
    M. Shin, M. Ikebe, J. Motohisa, E. Sano
    17th IEEE International Conference on Electronics, Circuits, and Systems, 865, 868, IEEE, Dec. 2010, [Peer-reviewed]
    English, International conference proceedings
  • O(1) BILATERAL FILTERING WITH LOW MEMORY USAGE
    Masaki Igarashi, Masayuki Ikebe, Sousuke Shimoyama, Kenta Yamano, Junichi Motohisa
    2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 3301, 3304, 2010, [Peer-reviewed]
    English, International conference proceedings
  • Local adaptive tone mapping with composite multiple gamma functions.
    Sohsuke Shimoyama, Masaki Igarashi, Masayuki Ikebe, Junichi Motohisa
    Proceedings of the International Conference on Image Processing(ICIP), 3153, 3156, IEEE, 2009
    International conference proceedings
  • A 3.1-10.6 GHz RF CMOS circuits monolithically integrated with dipole antenna
    Masayuki Ikebe, Daisuke Ueo, Kazuhiro Takahagi, Masaki Ohuno, Yusuke Takada, Eiichi Sano
    2009 16th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2009, 17, 20, IEEE, 2009, [Peer-reviewed]
    English, International conference proceedings
  • Ultra-Wideband Silicon On-chip Antennas with Artificial Dielectric Layer
    Kazuhiro Takahagi, Masaki Ohno, Masayuki Ikebe, Eiichi Sano
    2009 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ISPACS 2009), 81, 84, 2009, [Peer-reviewed]
    English, International conference proceedings
  • Frequency and phase lock operation using clock-period comparator               
    Y. Makihara, M. Ikebe, J. Motohisa, E. Sano
    Proc. of Intl. Symposium on Multimedia and Communication Technology (ISMAC), 241, 244, Jan. 2009, [Peer-reviewed]
    English, International conference proceedings
  • A 0.18um 3GHz true single phase clocking divider-by-3 circuit               
    M. Ikebe, J. Motohisa, E. Sano
    2008 WSEAS Intl. Conf. on Circuits, Systems, Electronics, Control & Signal Processing, 110, 113, Dec. 2008, [Peer-reviewed]
    English, International conference proceedings
  • Phase lock operation by clock-period comparison for all digital PLL               
    Y. Makihara, M. Ikebe, J. Motohisa, E. Sano
    Intl. Symposium on Topical Problems of Nonlinear Wave Physics (NWP), 49, 50, Jul. 2008, [Peer-reviewed]
    English, International conference proceedings
  • The design of high frequency true single phase clocking divider-by-3 circuit               
    M. Ikebe, Y. Takada, M. Ohuchi, J. Motohisa, E. Sano
    Int. J. Circuits, Systems and Signal processing, 2, 3, 219, 228, 2008, [Peer-reviewed]
    English, Scientific journal
  • Evaluation of digitally controlled PLL by clock-period comparison
    Yukinobu Makihara, Masayuki Ikebe, Eiichi Sano
    IEICE TRANSACTIONS ON ELECTRONICS, E90C, 6, 1307, 1310, Jun. 2007, [Peer-reviewed]
    English, Scientific journal
  • 7-GHz CMOS RF front-end monolithically integrated with inverted-F antenna for wireless sensor system
    M. Ikebe, D. Ueo, H. Osabe, K. Inafune, E. Sano, M. Koutai, M. Ikeda, K. Mashiko
    TRANSDUCERS '07 & EUROSENSORS XXI, DIGEST OF TECHNICAL PAPERS, VOLS 1 AND 2, 2007, [Peer-reviewed]
    English, International conference proceedings
  • CMOS Image Sensor Using Negative-Feedback Resetting to Obtain Variably Smoothed Images.
    Masayuki Ikebe, Keita Saito
    IEICE Transactions on Electronics, 89-C, 11, 1662, 1669, 2006
    Scientific journal
  • 7-GHz inverted-F antenna monolithically integrated with CMOS LNA
    Daisuke Ueo, Hiroshi Osabe, Koji Inafune, Masayuki Ikebe, Eiichi Sano, Masato Koutani, Masayuki Ikeda, Koichiro Mashiko
    2006 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1 AND 2, 235, 238, 2006, [Peer-reviewed]
    English, International conference proceedings
  • A digital vision chip for early feature extraction with rotated template-matching cellular automata
    Ikebe M, Asai T
    Journal of Robotics and Mechatronics, 17, 4, 372, 377, Aug. 2005, [Peer-reviewed]
    English, Scientific journal
  • A quadrilateral-object composer for binary images with reaction-diffusion cellular automata
    Asai T, Ikebe M, Hirose T, Amemiya Y
    International Journal of Parallel, Emergent and Distributed Systems, 20, 1, 57, 68, Mar. 2005, [Peer-reviewed]
    English, Scientific journal
  • On-chip fixed-pattern-noise canceling with non-destructive intermediate readout circuitry for CMOS active-pixel sensors               
    Kagaya R, Ikebe M, Asai T, Amemiya Y
    WSEAS Transactions on Circuits and Systems, 3, 3, 477, 479, May 2004, [Peer-reviewed]
    English, Scientific journal
  • A quadrilateral-object composer for binary images with reaction-diffusion cellular automata
    Masayuki Ikebe, Tetsuya Asai, Tetsuya Hirose, Yoshihito Amemiya
    Proceedings of 2004 IEEE Asia-Pacific Conference on Advanced System Integrated Circuits, 406, 409, 2004, [Peer-reviewed]
    International conference proceedings
  • A novel CMOS circuit for depressing synapse and its application to contrast-invariant pattern classification and synchrony detection
    Kanazawa Y, Asai T, Ikebe M, Amemiya Y
    International Journal of Robotics and Automation, 19, 4, 206, 212, 2004, [Peer-reviewed]
    English, Scientific journal
  • A single-electron circuit as a discrete dynamical system
    Oya T, Takahashi Y, Ikebe M, Asai T, Amemiya Y
    Superlattices and Microstructures, 34, 3-6, 253, 258, Sep. 2003, [Peer-reviewed]
    English, Scientific journal
  • A MOS vision chip based on the cellular-automaton processing
    Asai T, Sunayama T, Amemiya Y, Ikebe M
    Japanese Journal of Applied Physics, 40, 4B, 2585, 2592, INSTITUTE OF PURE AND APPLIED PHYSICS, Apr. 2001, [Peer-reviewed]
    English, Scientific journal, A neuron MOS ($\nu$MOS) vision chip was designed and fabricated for developing high-speed parallel image-processing systems based on cellular-automaton processing. The chip consists of cellular $\nu$MOS circuits that implement two fundamental functions in digital image processing: i) cleaning up noise in binary images and ii) detecting edges in the images, in addition to photosensing and image quantizing. Experimental results reveal that the fabricated chip successfully extracted edges from noisy inputs, which demonstrates the great potential of the $\nu$MOS vision chip in future image-processing applications.
  • Cellular νMOS circuits performing edge detection with difference-of-Gaussian Filters
    Sunayama T, Ikebe M, Asai T, Amemiya Y
    Japanese Journal of Applied Physics, 39, 4B, 2278, 2286, The Japan Society of Applied Physics, Apr. 2000, [Peer-reviewed]
    English, Scientific journal, Aiming at the development of high-speed image processors, we propose a cellular νMOS circuit that performs the processing of edge detection. The proposed circuit uses neuron MOS (νMOS) transistors for analog convolution operations with Gaussian-shaped kernel functions, which makes the circuit organization extremely simple as compared with that of conventional convolution circuits. Performances of the proposed circuit are evaluated by simulation program with integrated circuit emphasis (SPICE). The results show the usefulness of the cellular νMOS circuit in image-processing applications.
  • nu-MOS cellular-automaton devices for intelligent image sensors.
    Masayuki Ikebe, Masamichi Akazawa, Yoshihito Amemiya
    Knowledge-Based Intelligent Electronic Systems, 447, 453, IEEE, 1998
    International conference proceedings

Other Activities and Achievements

Affiliated academic society

  • THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS               
  • IEEE               

Research Themes

  • Development of nanowire hybrid integrated devices
    Grants-in-Aid for Scientific Research
    01 Apr. 2022 - 31 Mar. 2026
    冨岡 克広, 池辺 将之, 本久 順一
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (A), Hokkaido University, 22H00202
  • 関節リウマチ破壊性変化定量解析システムの妥当性評価
    科学研究費助成事業 基盤研究(C)
    01 Apr. 2021 - 31 Mar. 2024
    神島 保, 池田 啓, 渥美 達也, 池辺 将之, 田村 賢一
    Genant-modified Sharpスコア(GSS)などの、関節リウマチ(RA)における関節腔狭小化(JSN)のX線スコアリング法は広く受け入れられているが、評価が主観的で煩雑である。そのため、関節裂隙幅(JSW)の変化を自動的に定量化できる部分位相限定相関(PIPOC)を備えたソフトウェアを開発した。本研究の目的は、ソフトウェアを用いてトシリズマブ治療下の関節リウマチ患者のJSN進行を検討することである。
    トシリズマブで治療された39名のRA患者(女性35名)を対象とした。中手指節関節および近位指節間関節のX線学的進行は、0ヶ月および12ヶ月のGSSに従って評価された。
    被験者の均質性を確保するために、ソフトウェア分析のベースラインでGSS = 0の関節をターゲットにした。 JSN進行測定用の社内ソフトウェアの成功率は96.8%(449/464)であった。ソフトウェアで1年間に定量化された手指関節のJSW変化は、GSS進行陽性群の方が陰性群よりも有意に大きかった(p = 0.02)。
    PIPOC依存ソフトウェアは、1年間のトシリズマブ治療下の追跡期間中にRA患者のJSN進行を検出できる可能性がある。
    日本学術振興会, 基盤研究(C), 北海道大学, 21K07611
  • Innovative Self-Learnable Architecture Platform for Accelerating Intelligent Computing
    Grants-in-Aid for Scientific Research
    11 Jun. 2018 - 31 Mar. 2023
    本村 真人, 浅井 哲也, 池辺 将之, 高前田 伸也
    DNNアーキテクチャ:単一のネットワーク重みを用いてビットスケーラブルな推論を可能とする手法であるProgressiveNNを提案した.CIFAR-100/ResNet18における評価で1ビット幅の推論精度を65%まで回復させることを確認した.結合重みを乱数に固定したまま結合を枝刈りしていくことで学習する新たなCNN構造(乱数重み固定CNN)の推論アーキテクチャ及びその学習手法の研究を進めた.並行して,低ビット量子化ニューラルネットワークの研究に取り組んだ。既提案のDither NNを一般化し、1b等の低ビット表現ニューラルネットワークの空間方向の自由度を活用する新たな活性化関数を開発した。
    DNNの画像処理応用:カスコード型U-netにおいて、特にセンサに特有なポアソンノイズ除去ではタイリングが有効に働くことを見出した。また局所適応画像処理において、低解像度化DCNNによる空間物体の識別によって空間制御パラメータを操作する研究を進めた。
    リザーバコンピューティング:原子スイッチが持つ非線形性および短期記憶能力(忘却能力)を活かすアーキテクチャを特徴とする原子スイッチリザーバを構築した。シミュレーション評価により物理レザバーとしては現在最高水準の精度と線形メモリ性能を持つことを示した(国際会議NCSP 2021の学生論文賞を受賞。Journal of Signal Processing誌に掲載決定)。
    確率的コンピューティング:多層パーセプトロンのフォワード演算およびバックプロパゲーション演算回路の確率的動作回路の構築および検証が完了した。(1)非線形活性化関数の確率回路表現、(2)負の重み・演算の生物的手法による模擬と確率回路表現、および(3)前述の(1)(2)を理論的に組み込んだ新規バックプロパゲーションアルゴリズムの構築と確率回路表現が完了している(特許出願手続き中).
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (S), Tokyo Institute of Technology, 18H05288
  • Inverstigation on vertical tunnel FET using Si/III-V heterojunction and their three-dimensional integrated circuit applications
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
    01 Apr. 2019 - 31 Mar. 2022
    Tomioka Katsuhiro
    In this research, we developed and explored heterogeneous integration of III-V nanowires heterogeneous for high-speed, low-power, and high-efficiency three-dimensional (3D) circuits application. a nanowire 3D-architecture revolutionized the existing planar integration paradigm, and created a new trend in next-generation electronics. We have created an ultra-efficient tunnel transistors driven by nanowatts based on a new Si/III-V nanowire junction and tunneling transport mechanism. These results would provided new design guidelines for three-dimensional circuit structures based on nanowire TFETs.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (B), Hokkaido University, 19H02184
  • ポスト 5G に向けたマルチモーダル情報の効率的活用と触診・遠隔医療技術への応用               
    ポスト 5G 情報通信システム基盤強化研究開発事業
    2020 - 2022
    池辺将之 北海道大学付属病院 北海道大学大学院保健科学研究院 日本ユニシス株式会社 株式会社テクノフェイス
    NEDO, Principal investigator
  • Mutual Conversion Method of Shared Computing Power in Deep Convolutional Neural Networks and Useful Image Processing
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
    01 Apr. 2018 - 31 Mar. 2021
    Ikebe Masayuki
    In the local tone mapping we have been working on, the parameters of this process can be defined as the control points for spatial deformation, and we have found that it is appropriate to use DCNN for low-resolution images to identify spatial objects and manipulate the spatial and global control parameters for local functions in the tone-control function of this method. In DCNN (using U-net), image segmentation by tiling was found to be effective, especially for noise reduction (Poisson noise). In the case of tiling, it was found that the PSNR value was maintained at 32 dB even for 11x11 image blocks and overlap 3 pixels.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (B), Hokkaido University, 18H03213
  • SOI技術を用いた極低ノイズ・高速イメージングデバイスの研究               
    科学研究費補助金(新学術領域)
    Apr. 2013 - Mar. 2019
    川人 祥二
    文部科学省, Competitive research funding
  • A study on ultra-low-noise high-speed imaging devices using SOI technology
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    28 Jun. 2013 - 31 Mar. 2018
    Kawahito Shoji
    In this study, a high-sensitvity SOI(Silicon-on-insulator) pixelated radiation detector using a pinned depeleted diode structure (SOPIX-PDD) is proposed and its exellent performance is demonstrated with the design and implementation of the SOI semiconductor chips. The SOIPIX-PDD has a pinned p-well layer underneath the buried oxide (BOX) and a depleted channel under the pinned p-well for gathering signal carriers generated at an arbitrary position in the pixel. This structure allows us to realize reduced dark current generated at the Si-SiO2 (BOX) interface, high charge correction efficiency and low-noise carrier detection with the small detector capacitance. An X-ray energy spectrum at 5.9keV is sucessfully measured with the high resolution of 171eV (FWHM). A SOI-based lock-in pixel detector and time-to-digital converter for mass-spectroscopy are also developed.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area), Shizuoka University, 25109003
  • Rapid and high resolution molecular imaging with stigmatic imaging mass spectrometry
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    28 Jun. 2013 - 31 Mar. 2018
    AWAZU Kunio, TOYODA Michisato, KAWAI Yosuke, HONDO Toshinobu, MATSUOKA Hisanori, ARAI Yasuo, FUJITA Yowichi, IKEBE Masayuki, TSURUMOTO Yuma, Nomura SHUSEI, KAWAI Hayato, IMOTO Eishi, OKAZAKI Ayane, MORIGUCHI Naoki, KANNEN Hiroki
    A rapid and high resolution molecular imaging device with stigmatic imaging mass spectrometry has been developed. Since a position and time sensitive ion detector is required for practical use of stigmatic imaging mass spectrometry, novel ion detector has been developed with a semiconductor pixel detector. Prototype ion detectors have been developed two times in FY2013, and one time per year from FY2014 to FY2017. Finally, an ion detector with 192 x 192 pixels in 13.75 x 15.3 mm2, its driving circuit, and control software have been developed in FY2017, and its operation at the target time resolution of 1 ns was confirmed.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area), Osaka University, 25109009
  • 高速マルチサンプリング超解像 CMOS テラヘルツイメージングデバイスの研究開発               
    SCOPE フェーズII
    2016 - 2018
    池辺将之 佐野栄一
    総務省, Principal investigator
  • 高速マルチサンプリング超解像 CMOS テラヘルツイメージングデバイスの研究開発               
    SCOPE フェーズI
    2015 - 2016
    池辺将之 佐野栄一
    総務省, Principal investigator
  • Development of passive wireless sensor powered by vibration generator for safety surveillance of social infractructure
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
    01 Apr. 2012 - 31 Mar. 2015
    IGARASHI Hajime, WATANABE Kota, IKEBE Masayuki, MOTOHISA Junichi
    Batteryless wireless sensors are very effective for safety surveillance of infrastructures such as bridges, tunnels and steel towers of the power-transmission lines. In this study, vibration generators which power the wireless sensors have been developed. These vibration generators, which harvest energy from minute vibration of the structures, allow us to realize autonomous operation of the wireless sensors.
    Although the structures usually have wide vibration spectra, the conventional vibration generators, which have linear vibration modes, cannot harvest sufficient energy at nonresonant frequencies. In this study, it has been found that it is possible to generate chaotic vibration by introducing new design to the vibration generator and this leads to energy harvesting in wider vibration spectra.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (B), Hokkaido University, 24310117
  • 特に記載なし               
    特に記載なし
    Aug. 2013 - Jul. 2014
    IKEBE Masayuki
    Semiconductor Technology Academic Research Center, Principal investigator, Competitive research funding
  • Study on intelligent-processing LSI with multi resolutions- and/or layers- cellular automata
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)
    2010 - 2012
    IKEBE Masayuki
    We developed an efficient CA algorithm for single-image super resolution based on low-memory box filtering. In FPGA implementation, we realize real-time QVGA to VGA movie processing and higher-quality jaggy suppression than bi-cubic interpolation. Moreover we implemented a fast 2-D local histogram equalization method, which with compensates halo effects, without kernel-size dependency. Using a2.9-GHz CPU with our method, the algorithm achieves 2 million pixels per 0.4 sec operation without the need for down sampling, Single Instruction/Multiple Data (SIMD) or multi-thread operation.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (C), Hokkaido University, Principal investigator, Competitive research funding, 22500115
  • High Performance Silicon On-chip Antenna Using Metamaterials
    Grants-in-Aid for Scientific Research(基盤研究(B))
    2008 - 2010
    Eiichi SANO, Masayuki IKEBE
    On-chip antennas are demanded to further lower the cost of wireless CMOS ICs. The low resistivity of silicon substrates is a major obstacle to fabricate high-gain on-chip antennas. We placed an artificial dielectric layer (ADL) between an antenna and Si substrate to improve the antenna gain. A half-wave dipole-antenna that has ADL was designed and fabricated using a CMOS-compatible process with one poly-Si and two metal layers. Using the ADL enhanced gain by 3-dB. The measured gain was the highest ever achieved for the antennas operating at around 10 GHz on low-resistivity Si substrates. A method for further improvement is discussed. In addition to the improved antenna, we investigated wireless communication circuits monolithically integrated with antenna and nano-carbon materials for electromagnetic shielding applications.
    Ministry of Education, Culture, Sports, Science and Technology, 基盤研究(B), 北海道大学, Coinvestigator not use grants, Competitive research funding, 20360148
  • Study on in telligent-global-processing LSI with cellular automata
    Grants-in-Aid for Scientific Research(若手研究(B))
    2008 - 2009
    Masayuki IKEBE
    We developed an efficient CA algorithm for generating quasi linear curves based on finding shortest path between two points with topology reservation and CA algorithm in which a slime mold changes its body to obtain food effectively. Moreover we implemented a fast 2-D diffusion filtering method without kernel-size dependency. Using a dual core 2-GHz CPU with our method, the algorithm achieves 4 million pixels per sec operation without the need for downsampling, Single Instruction/Multiple Data (SIMD) or multi-thread operation.
    Ministry of Education, Culture, Sports, Science and Technology, 若手研究(B), 北海道大学, Principal investigator, Competitive research funding, 20700123
  • Development of Quantum Integrated Hardwares based on Semiconductor Nanowires
    Grants-in-Aid for Scientific Research(基盤研究(A))
    2007 - 2009
    Junichi MOTOHISA, Masayuki IKEBE, 橋詰 保
    We developed a formation method of high-density and highly uniform array of semiconductor nanowires to realize quantum integrated hardwares. In particular, fabrication and characterization of nanowire field-effect transistors (FETs) were charried out, and vertical nanowire FETs on Si substrates were demonstrated. We also proposed vertically-integrated logic circuits based on vertical FETs and investigated a method to laterally align nanowires for their high-density integration.
    Ministry of Education, Culture, Sports, Science and Technology, 基盤研究(A), 北海道大学, Coinvestigator not use grants, Competitive research funding, 19206031
  • カオス同期を活用した新ワイヤレス通信方式の研究
    科学研究費補助金(萌芽研究)
    2007 - 2008
    佐野 栄一, 池辺 将之
    本研究は、自然現象や社会現象で普遍的に見られるカオス同期に学ぶことにより、カオス同期による端末クラスタの形成、クラスタのグラフ論的性質を理解し、クラスタを活用した経路探索プロトコルを考案することにより、これまでのワイヤレス通信システムに革新をもたらす新たな通信方式を創出することを目的とする。昨年度の研究成果を発展させる研究を行った1。(1)カオス発生器を有するノードを円内あるいは直線に沿ってランダムに配置し、カオス発生器としてChua回路、ローレンツ写像、レスラー写像を用いて数値シミュレーションを行った。その結果、近接したノード問のみで同期クラスタを形成するのではなく、飛び地ができるという現象が見つかった。この現象はノード間の位相に深く関係しているものと推定している。(2)同期クラスタ内の端末間で経路探索のための情報をやり取りすることにより、放送型プロトコルと比較して周波数資源効率の向上と経路探索処理の高速化が可能であるとの考え方に基づき、カオス信号を搬送キャリアとしたクラスタ内でのデータ通信が可能か検討した。その結果、Chua回路によるカオス信号をキャリアとした場合にデータ通信成功の確率が高いことを明らかにした。ただし、この場合には確率100%とは限らず、改善策を探る必要がある。(3)新たに考案した発振周期同期型PLLについて、CMOSを用いて試作・評価を行った結果、正常動作を確認し、所期の目的を達成した。また、クロック生成に必要な3分周回路を考案した。(4)Kuramoto発振器としてリング発振器間の注入同期現象をCMOS試作により検討し、二つの発振器間同期を確認した.
    文部科学省, 萌芽研究, 北海道大学, Coinvestigator not use grants, Competitive research funding, 19656093
  • セルオートマトンによる機能情報処理アルゴリズム・LSIの研究
    科学研究費補助金(若手研究(B))
    2006 - 2007
    池辺 将之
    1.セルオートマトンによる仮想粘菌アルゴリズムの研究(アルゴリズム設計)相互作用ルール設計手法を更に発展させ、回転テンプレートを用いた物体のトポロジー制御手法を考案した。粘菌のような生体動作をセルオートマトンで実現するためには、その特性のモデル化が必須となる。本研究では、粘菌が食物(ターゲット)を効率よく取得する体に変体していくモデルの研究を行った。研究にあたってC++言語によるセルオートマトンシミュレータを使用し、アルゴリズムの評価を行った。複雑な迷路を高速に解くセルオートマトン・アルゴリズムの実現に成功した。従来の迷路解析手法に比べ、14値から5値への大幅な状態遷移数の削減に成功し、かつ、ゴールまでに複数の経路があるような複雑な迷路形状においても、最短経路をセル幅1の線として抽出することが可能となった。2.CMOSイメージセンサ上でのフレーム内動き抽出処理の実現CMOSイメージセンサをアナログメモリとみなして、センサ上で演算する手法を実現し、センサチップを開発した。上記LSIでは、PS(プログラマブル・シーケンサ)を用いて演算部の制御を容易にする。相互作用ルールを実現する演算器のスイッチングを、PS用の命令として定義することで外部から容易な制御が可能であり、かつ、製作したLSIの評価・デバッグをシンプルにすることができた。センサの蓄積時間と演算機能により1フレームを取得するだけで動き抽出が可能となった。
    文部科学省, 若手研究(B), 北海道大学, Principal investigator, Competitive research funding, 18700132
  • GaN-based Chemical Sensors and Their On-chip Integration Using Nanowire Networks
    Grants-in-Aid for Scientific Research(基盤研究(B))
    2006 - 2007
    Hideki HASEGAWA, Masamichi AKAZAWA, Masayuki IKEBE
    This project investigates key technologies for realization of GaN-based high-sensitivity chemical sensors and their on-chip integration using nanowires. The main conclusions are as follows: (1) Interface models on Schottky barrier formation are surveyed, and key issues related to AlGaN/GaN Schottky barriers including Fermi level pinning, Schottky barrier height (SBH) and reverse leakage currents are discussed. The current transport is explained by the thin surface barrier (TSB) model. Leakage currents can be reduced by the oxygen gettering process. (2) Pd Schottky barrier hydrogen sensors fabricated on AlGaN/GaN HEMT wafers exhibit unprecedented high sensitivities by applying the oxygen gettering process. (3) Its sensing mechanism is SBH reduction by interface dipole formed by atomic hydrogen which is produced at the Pd surface and diffuses to the Schottky interface. The rate limiting process for transient responses is surface reaction. Mathematical formulas for description of steady-state and transient response are given. (4) Sensitivity of AlGaN/GaN hydrogen sensors increases at higher temperatures, and they perform better than those by other major III-V semiconductors. (5) Slow transients are observed in hydrogen sensor diodes, and they can be explained by the dispersive transport due to time-continual hopping of electrons through surface states. This has led to a new model of current collapse in AlGaN/GaN HEMTs. (6)pH sensing HEMTs fabricated using an electrolyte/AlGaN gate structure, show nearly ideal Nernstian responses. Issues related to realization of bio-sensors using this structure are discussed. (7) For on-chip integration of sensors, implementation of a BDD (binary decision diagram) information processing architecture on hexagonal nanowire networks has been proposed. The proposal includes key elements such as basic integration unit, a sensor bridge, a sensor array structure, a selective MBE method for nanowire network formation and a wireless communication circuit integrated with an on-chip antenna. Their feasibilities have been proved.
    Ministry of Education, Culture, Sports, Science and Technology, 基盤研究(B), 北海道大学, Coinvestigator not use grants, Competitive research funding, 18360002
  • セルオートマトンによる画像処理用LSIの研究
    科学研究費助成事業 特別研究員奨励費
    1998 - 1999
    池辺 将之
    日本学術振興会, 特別研究員奨励費, 北海道大学, 98J02663

Industrial Property Rights