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Implementation of Analog Integrated Circuits for Motion-Detection Network Based on Retina and Brain

Research Project

Project/Area Number 11555013
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section展開研究
Research Field Applied optics/Quantum optical engineering
Research InstitutionToyohashi University of Technology

Principal Investigator

YONEZU Hiroo  Toyohashi University of Technology, Faculty of Engineering, Professor, 工学部, 教授 (90191668)

Co-Investigator(Kenkyū-buntansha) OHSHIMA Naoki  Toyohashi University of Technology, Faculty of Engineering, Lecturer, 工学部, 講師 (70252319)
FURUKAWA Yuzo  Toyohashi University of Technology, Faculty of Engineering, Research Associate, 工学部, 助手 (20324486)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥12,300,000 (Direct Cost: ¥12,300,000)
Fiscal Year 2001: ¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2000: ¥4,400,000 (Direct Cost: ¥4,400,000)
Fiscal Year 1999: ¥4,300,000 (Direct Cost: ¥4,300,000)
Keywordsretina / brain / motion detection / edge detection / dendrite / analog network / analog integrated circuit / 局所適応 / 外網膜 / 内網膜 / 相関モデル / アナログ・ネットワーク / SPICEシミュレーション / 局所明暗順応 / 広域明暗順応 / 集積回路
Research Abstract

In human and animal brains, the motion of a target is detected from a two-dimensional picture imaged in their retinas. The motion detection that is given to even low-level animals is expected to be widely applied to systems for the collision avoidance of vehicles, the eye of robots and others. In this study, we tried to establish the fundamental technologies of analog Integrated circuits for the motion detection based on the functions of biological retinas and brains, particularly the brain of low-level animals.
Firstly, a simple fundamental circuit for local adaptation was developed. It was confirmed by circuit simulation as well as measured results of test chips that the signal intensity of the edge of targets was almost kept in a given range by varying spatial resolution against widely varied brightness. In order to increase the sensitivity at the input stage constructed with photodiodes, two types of amplifiers were set. One is an amplifier for very small photocurrent and the other … More is for conventional photocurrent. As a result, the dynamic range was increased by seven orders of magnitudes. Secondly, an analog network for two-dimensional motion detection was developed based on the brain function of insects. It was confirmed by circuit simulation that the speed and direction of an approaching object could be obtained by detecting the increasing rate of edge lengths. Forming a binary output in the edge detection circuit, which was connected with the motion detection circuit, prevented the propagation of the error of analog computation. Thirdly, we utilized the spatio-temporal information of dendrites in which the delay time of the signal depends on the location of synaptic connections and spatial information is given by the spatial distribution of the synaptic connections. A fundamental network was constructed with simple fundamental circuits. As a result, it was clarified by circuit simulation that the spatio-temporal information can be obtained. Both of the edge detection and motion detection can be done in a single network. This fundamental network is extensive in neuromorphic vision systems. Less

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (28 results)

All Other

All Publications (28 results)

  • [Publications] M.Ohtani, H.Yamada, K.Nishio, H.Yonezu, Y.Furukawa: "Analog LSI Implementation of Biological Direction-Selective Neurons"Jpn. J. Appl. Phys.. Vol.41・No.3A. 1409-1416 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H.Yamada, T.Miyashita, M.Ohtani, K.Nishio, H.Yonezu, Y.Furukawa: "An Integrated Circuit for Two-Dimensional Edge-Detection with Local Adaptation Based on Retinal Networks"Opt. Rev.. Vol.9・No.1. 1-8 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H.Yamada, T.Miyashita, M.Ohtani, K.Nishio, H.Yonezu, Y.Furukawa: "Signal Formation of Image-Edge Motion Based on Biological Retinal Networks and the Implementation into an Analog MOS Circuit"Opt. Rev.. Vol.8・No.5. 336-342 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Ohtani, H.Yonezu, T.Asai: "Analog Metal-Oxide-Silicon IC Implementation of Motion-Detection Network Based on Biological Correlation Model"Jpn. J. Appl. Phys.. Vol.39・No.3A. 1160-1164 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Asai, M.Ohtani, H.Yonezu: "Analog MOS Circuits for Motion Detection Based on Correlation Neural Networks"Jpn. J. Appl. Phys.. Vol.38・No.4B. 2256-2261 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H.Yonezu, K.Tsuji, D.Sudo, J.-K.Shin: "Self-Organizing Network for Feature-Map Formation : Analog Integrated Circuit Robust to Device and Circuit Mismatch"J. Computers & Electrical Engineering. Vol.24. 63-73 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Ohtani, H. Yamada, K. Nishio, H. Yonezu and Y. Furukawa: "Analog LSI Implementation of Biological Direction-Selective Neurons"Jpn. J. Appl. Phys.. Vol.41-No.3A. 1409-1416 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Yamada, T. Miyashita, M. Ohtani, K. Nishio, H. Yonezu and Y. Furukawa: "An Integrated Circuit for Two-Dimensional Edge-Detection with Local Adaptation Based on Retinal Networks"Opt. Rev.. Vol.9-No.1. 1-8 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Yamada, T. Miyashita, M. Ohtani, K. Nishio, H. Yonezu and Y. Furukawa: "Signal Formation of Image-Edge Motion Based on Biological Retinal Networks and the Implementation into an Analog MOS Circuit"Opt. Rev.. Vol.8-No.5. 336-342 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Ohtani, H. Yonezu, and T. Asai: "Analog Metal-Oxide-Silicon IC Implementation of Motion-Detection Network Based on Biological Correlation Model"Jpn. J. Appl. Phys.. Vol.39-No.3A. 1160-1164 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T. Asai, M. Ohtani and H. Yonezu: "Analog MOS Circuits for Motion Detection Based on Correlation Neural Networks"Jpn. J. Appl. Phys.. Vol.38-No.4B. 2256-2261 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Yonezu, K. Tsuji, D. Sudo, and J. K. Shin: "Self-Organizing Network for Feature-Map Formation : Analog Integrated Circuit Robust to Device and Circuit Mismatch"J. Computers & Electrical Engineering. Vol.24. 63-73 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Ohtani, H.Yamada, K.Nishio, H.Yonezu, Y.Furukawa: "Analog LSI Implementation of Biological Direction-Selective Neurons"Jpn.J.Appl.Phys.. Vol.41・No.3A. 1409-1416 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Yamada, T.Miyashita, M.Ohtani, K.Nishio, H.Yonezu, Y.Furukawa: "An Integrated Circuit for Two-Dimensional Edge-Detection with Local Adaptation Based on Retinal Networks"Opt.Rev.. Vol.9・No.1. 1-8 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Yamada, T.Miyashita, M.Ohtani, K.Nishio, H.Yonezu, Y.Furukawa: "Signal Formation of Image-Edge Motion Based on Biological Retinal Networks and the Implementation into an Analog MOS Circuit"Opt.Rev.. Vol.8・No.5. 336-342 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Ohtani, H.Yonezu, T.Asai: "Analog Metal-Oxide-Silicon IC Implementation of Motion-Detection Network Based on Biological Correlation Model"Jpn.J.Appl.Phys.. Vol.39・No.3A. 1160-1164 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Asai, M.Ohtani, H.Yonezu: "Analog MOS Circuits for Motion Detection Based on Correlation Neural Networks"Jpn.J.Appl.Phys.. Vol.38・No.4B. 2256-2261 (1999)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Yonezu, K.Tsuji, D.Sudo, J.-K.Shin: "Self-Organizing Network for Feature-Map Formation:Analog Integrated Circuit Robust to Device and Circuit Mismatch"J.Computers & Electrical Engineering. Vol.24. 63-73 (1998)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Nishio,M.Ohtani,H.Yamada,Y.Furukawa and H.Yonezu: "An Analog MOS Circuit for Collision Avoidance Based on a Visual System of Insects"6th Int.Conf.On Soft Computing (IIZUKA2000) Fukuoka, Japan, 2000. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Ohtani,H.Yamada,K.Nishio,Y.Furukawa and H.Yonezu: "Analog MOS Circuit Implementation of Biological Directionally Selective Neurons"7th Int.Conf.On Neural Information Processing Taejon, Korea, 2000. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] H.Yamada,T.Miyashita,K.Nishio,M.Ohtani and H.Yonezu: "An Analog MOS Circuit for Formation of Edge Motion Signals with Local Adaptation Based on a Biological Retinal System"7th Int.Conf.On Neural Information Processing Taejon, Korea, 2000. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Ohtani,H.Yonezu and T.Asai: "Analog Metal-Oxide-Silicon IC Implementation of Motion-Detection Network Based on a Biological Correlation Model"Jpn.J.Appl.Phys.Part 1. Vol.39 No3A. 1160-1164 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Ohtani,H.Yonezu,他: "Analog MOS IC Implementation of Motion-Detection Network Based on Biological Correlation Model"Japanese Journal of Applied Physics. (to be published.). (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] T.Asai,M.Ohtani 他: "Analog MOS Circuits for Motion Detection Based on Correlation Neural Networks"Japanese Journal of Applied Physics. 38・4B. 2256-2261 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] T.Asai,M.Ohtani 他: "Analog Integrated Circuits for the Lotka-Volterra Competitive Neural Networks"IEEE Trans.on Neural Networks,. 10・5. 1222-1231 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] T.Asai,M.Ohtani 他: "Analog MOS Circuit Systems Performing the Visual Tracking with bio-inspired simple networks"Proc.of the 7th Int.Conf.on Microelectronics for Neural,Fuzzy,and Bio-Inspired Systems. 240-246 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] M.Ohtani,T.Asai,他: "Analog Velocity Sensing Circuits Based on Bio-Inspired Correlation Networks"Proc.of the 7th Int.Conf.on Microelectronics for Neural,Fuzzy,and Bio-Inspired Systems. 366-373 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] H.Yonezu,T.Asai,他: "Analog Motion Detection and Edge Detection Circuits Based on Biological Systems"Proc.of The Int.Symp.on Future of Intellectual Integrated Electronics(ISFIIE). 399-400 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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