WO2008152908A1 - 抵抗素子、ニューロン素子、及びニューラルネットワーク情報処理装置 - Google Patents

抵抗素子、ニューロン素子、及びニューラルネットワーク情報処理装置 Download PDF

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Publication number
WO2008152908A1
WO2008152908A1 PCT/JP2008/059720 JP2008059720W WO2008152908A1 WO 2008152908 A1 WO2008152908 A1 WO 2008152908A1 JP 2008059720 W JP2008059720 W JP 2008059720W WO 2008152908 A1 WO2008152908 A1 WO 2008152908A1
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WO
WIPO (PCT)
Prior art keywords
neuron
processing apparatus
information processing
neural network
sum
Prior art date
Application number
PCT/JP2008/059720
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English (en)
French (fr)
Inventor
Hajime Matsumura
Eriko Matsui
Original Assignee
Sony Corporation
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Sony Corporation filed Critical Sony Corporation
Priority to US12/664,593 priority Critical patent/US20100217735A1/en
Priority to EP08764748A priority patent/EP2157604A4/en
Publication of WO2008152908A1 publication Critical patent/WO2008152908A1/ja

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/002—Biomolecular computers, i.e. using biomolecules, proteins, cells
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B82—NANOTECHNOLOGY
    • B82Y—SPECIFIC USES OR APPLICATIONS OF NANOSTRUCTURES; MEASUREMENT OR ANALYSIS OF NANOSTRUCTURES; MANUFACTURE OR TREATMENT OF NANOSTRUCTURES
    • B82Y10/00—Nanotechnology for information processing, storage or transmission, e.g. quantum computing or single electron logic
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • H—ELECTRICITY
    • H01—ELECTRIC ELEMENTS
    • H01C—RESISTORS
    • H01C17/00—Apparatus or processes specially adapted for manufacturing resistors
    • H01C17/06—Apparatus or processes specially adapted for manufacturing resistors adapted for coating resistive material on a base
    • H01C17/065—Apparatus or processes specially adapted for manufacturing resistors adapted for coating resistive material on a base by thick film techniques, e.g. serigraphy
    • H01C17/06506—Precursor compositions therefor, e.g. pastes, inks, glass frits
    • H01C17/06573—Precursor compositions therefor, e.g. pastes, inks, glass frits characterised by the permanent binder
    • H01C17/06586—Precursor compositions therefor, e.g. pastes, inks, glass frits characterised by the permanent binder composed of organic material
    • H—ELECTRICITY
    • H01—ELECTRIC ELEMENTS
    • H01C—RESISTORS
    • H01C7/00—Non-adjustable resistors formed as one or more layers or coatings; Non-adjustable resistors made from powdered conducting material or powdered semi-conducting material with or without insulating material
    • H01C7/006—Thin film resistors
    • H—ELECTRICITY
    • H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10K—ORGANIC ELECTRIC SOLID-STATE DEVICES
    • H10K10/00—Organic devices specially adapted for rectifying, amplifying, oscillating or switching; Organic capacitors or resistors having potential barriers
    • H10K10/50—Bistable switching devices

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Chemical & Material Sciences (AREA)
  • Mathematical Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Nanotechnology (AREA)
  • Organic Chemistry (AREA)
  • Manufacturing & Machinery (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Electromagnetism (AREA)
  • Neurology (AREA)
  • Semiconductor Memories (AREA)
  • Logic Circuits (AREA)

Abstract

　複数の入力信号ｘiを受け取り、各入力信号に対し、入力信号とその入力信号に対する結合荷重ｗiとの積である重み付け信号ｘiｗiを作り出す入力部（１０）と、複数の重み付け信号ｘiｗi（ｉ＝１～ｎ）の総和Ｘを求める加算部（２０）と、総和Ｘの関数として出力信号Ｙ（Ｘ）を出力する出力部（３０）とを有するニューロン素子（１）において、出力信号Ｙ（Ｘ）を定める素子として、その素子を流れる電流が、印加電圧に対し、変曲点を有する関数として表される電流電圧特性を有する機能性分子素子（３１）を用い、この素子の前記変曲点を含む領域の電流電圧特性に基づいて、出力信号Ｙを総和Ｘの関数として定めることで、ニューロン素子の出力部が簡単な回路で構成され、かつ、アナログ型の出力特性を有するニューロン素子、及びそれを用いたニューラルネットワーク情報処理装置を提供する。
PCT/JP2008/059720 2007-06-14 2008-05-27 抵抗素子、ニューロン素子、及びニューラルネットワーク情報処理装置 WO2008152908A1 (ja)

Priority Applications (2)

Application Number Priority Date Filing Date Title
US12/664,593 US20100217735A1 (en) 2007-06-14 2008-05-27 Resistive element, neuron element, and neural network information processing device
EP08764748A EP2157604A4 (en) 2007-06-14 2008-05-27 RESISTANCE ELEMENT, NEURON ELEMENT AND DEVICE FOR PROCESSING INFORMATION ON NEURONAL NETWORKS

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2007156982A JP5104052B2 (ja) 2007-06-14 2007-06-14 抵抗素子、ニューロン素子、及びニューラルネットワーク情報処理装置
JP2007-156982 2007-06-14

Publications (1)

Publication Number Publication Date
WO2008152908A1 true WO2008152908A1 (ja) 2008-12-18

Family

ID=40129520

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/JP2008/059720 WO2008152908A1 (ja) 2007-06-14 2008-05-27 抵抗素子、ニューロン素子、及びニューラルネットワーク情報処理装置

Country Status (4)

Country Link
US (1) US20100217735A1 (ja)
EP (1) EP2157604A4 (ja)
JP (1) JP5104052B2 (ja)
WO (1) WO2008152908A1 (ja)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9015093B1 (en) 2010-10-26 2015-04-21 Michael Lamport Commons Intelligent control with hierarchical stacked neural networks
US8775341B1 (en) 2010-10-26 2014-07-08 Michael Lamport Commons Intelligent control with hierarchical stacked neural networks
JP6708146B2 (ja) * 2017-03-03 2020-06-10 株式会社デンソー ニューラルネットワーク回路
US11501140B2 (en) 2018-06-19 2022-11-15 International Business Machines Corporation Runtime reconfigurable neural network processor core
US20200226447A1 (en) * 2019-01-14 2020-07-16 Tetramem Inc. Implementing hardware neurons using tunneling devices

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03144785A (ja) 1989-10-31 1991-06-20 Fujitsu Ltd ニューロ素子
JPH03255668A (ja) * 1989-10-23 1991-11-14 Matsushita Giken Kk 擬似神経機能回路
JPH0512466A (ja) 1991-07-01 1993-01-22 Toshiba Corp ニユーラルネツトワーク装置
JPH0620074A (ja) * 1992-07-02 1994-01-28 Canon Inc ニューロコンピュータ用電子素子
US20040084727A1 (en) 2002-05-10 2004-05-06 Michihito Ueda Semiconductor device and learning method thereof
JP2006351623A (ja) 2005-06-13 2006-12-28 Sony Corp 機能性分子素子及びその製造方法、並びに機能性分子装置
JP2007004514A (ja) * 2005-06-24 2007-01-11 Elpida Memory Inc 人工神経回路

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5223750A (en) * 1990-06-04 1993-06-29 Matsushita Research Institute Tokyo, Inc. Artificial neural function circuit having organic thin film elements
US6128214A (en) * 1999-03-29 2000-10-03 Hewlett-Packard Molecular wire crossbar memory
EP1577962A4 (en) * 2002-12-25 2009-08-05 Sony Corp FUNCTIONAL MOLECULAR ELEMENT AND FUNCTIONAL MOLECULAR EQUIPMENT
JP2004319651A (ja) * 2003-04-14 2004-11-11 Seiko Epson Corp メモリの素子及びその製造方法
JP4676704B2 (ja) * 2004-02-10 2011-04-27 ソニー株式会社 機能性分子素子
JP4347095B2 (ja) * 2004-03-12 2009-10-21 ソニー株式会社 面積変調素子
JP4883796B2 (ja) * 2007-07-23 2012-02-22 キヤノン株式会社 電気化学測定方法

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03255668A (ja) * 1989-10-23 1991-11-14 Matsushita Giken Kk 擬似神経機能回路
JPH03144785A (ja) 1989-10-31 1991-06-20 Fujitsu Ltd ニューロ素子
JPH0512466A (ja) 1991-07-01 1993-01-22 Toshiba Corp ニユーラルネツトワーク装置
JPH0620074A (ja) * 1992-07-02 1994-01-28 Canon Inc ニューロコンピュータ用電子素子
US20040084727A1 (en) 2002-05-10 2004-05-06 Michihito Ueda Semiconductor device and learning method thereof
JP2006351623A (ja) 2005-06-13 2006-12-28 Sony Corp 機能性分子素子及びその製造方法、並びに機能性分子装置
JP2007004514A (ja) * 2005-06-24 2007-01-11 Elpida Memory Inc 人工神経回路

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of EP2157604A4

Also Published As

Publication number Publication date
JP2008311381A (ja) 2008-12-25
JP5104052B2 (ja) 2012-12-19
EP2157604A4 (en) 2011-10-26
EP2157604A1 (en) 2010-02-24
US20100217735A1 (en) 2010-08-26

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