DE69430870D1 - Innovative Neuronalschaltungsarchitektur - Google Patents

Innovative Neuronalschaltungsarchitektur

Info

Publication number
DE69430870D1
DE69430870D1 DE69430870T DE69430870T DE69430870D1 DE 69430870 D1 DE69430870 D1 DE 69430870D1 DE 69430870 T DE69430870 T DE 69430870T DE 69430870 T DE69430870 T DE 69430870T DE 69430870 D1 DE69430870 D1 DE 69430870D1
Authority
DE
Germany
Prior art keywords
circuit architecture
neural circuit
innovative
innovative neural
architecture
Prior art date
Legal status (The legal status 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 status listed.)
Expired - Fee Related
Application number
DE69430870T
Other languages
English (en)
Other versions
DE69430870T2 (de
Inventor
Jean Yves Boulet
Catherine Godefroy
Andre Steimle
Didier Louis
Guy Paillet
Pascal Tannhof
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
International Business Machines Corp
Original Assignee
International Business Machines Corp
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 International Business Machines Corp filed Critical International Business Machines Corp
Application granted granted Critical
Publication of DE69430870D1 publication Critical patent/DE69430870D1/de
Publication of DE69430870T2 publication Critical patent/DE69430870T2/de
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Classifications

    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G06F18/24137—Distances to cluster centroïds
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G06V10/955—Hardware or software architectures specially adapted for image or video understanding using specific electronic processors

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Multimedia (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Neurology (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Character Discrimination (AREA)
  • Image Analysis (AREA)
DE69430870T 1994-07-28 1994-07-28 Innovative Neuronalschaltungsarchitektur Expired - Fee Related DE69430870T2 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
EP94480067A EP0694852B1 (de) 1994-07-28 1994-07-28 Innovative Neuronalschaltungsarchitektur

Publications (2)

Publication Number Publication Date
DE69430870D1 true DE69430870D1 (de) 2002-08-01
DE69430870T2 DE69430870T2 (de) 2003-03-13

Family

ID=8218123

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69430870T Expired - Fee Related DE69430870T2 (de) 1994-07-28 1994-07-28 Innovative Neuronalschaltungsarchitektur

Country Status (6)

Country Link
US (1) US5621863A (de)
EP (1) EP0694852B1 (de)
JP (1) JP3407265B2 (de)
KR (1) KR0164943B1 (de)
CA (1) CA2149478A1 (de)
DE (1) DE69430870T2 (de)

Families Citing this family (75)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE69430527T2 (de) * 1994-07-28 2003-01-02 International Business Machines Corp., Armonk Schaltung für das Vorladen von Eingangsvektorbestandteilen in eine freie Neuronalschaltung während der Erkennungsphase
KR100247969B1 (ko) * 1997-07-15 2000-03-15 윤종용 대용량패턴정합장치및방법
US6526168B1 (en) 1998-03-19 2003-02-25 The Regents Of The University Of California Visual neural classifier
US6377941B1 (en) * 1998-11-26 2002-04-23 International Business Machines Corporation Implementing automatic learning according to the K nearest neighbor mode in artificial neural networks
US6502083B1 (en) * 1998-12-29 2002-12-31 International Business Machines Corporation Neuron architecture having a dual structure and neural networks incorporating the same
US6523018B1 (en) * 1998-12-29 2003-02-18 International Business Machines Corporation Neural chip architecture and neural networks incorporated therein
GB9902115D0 (en) 1999-02-01 1999-03-24 Axeon Limited Neural networks
US6332137B1 (en) * 1999-02-11 2001-12-18 Toshikazu Hori Parallel associative learning memory for a standalone hardwired recognition system
US6430605B2 (en) * 1999-04-28 2002-08-06 World Theatre, Inc. System permitting retail stores to place advertisements on roadside electronic billboard displays that tie into point of purchase displays at stores
US7088335B2 (en) * 1999-04-28 2006-08-08 Novus Partners Llc Methods and apparatus for ultra-violet stimulated displays
US6424998B2 (en) 1999-04-28 2002-07-23 World Theatre, Inc. System permitting the display of video or still image content on selected displays of an electronic display network according to customer dictates
US6430603B2 (en) * 1999-04-28 2002-08-06 World Theatre, Inc. System for direct placement of commercial advertising, public service announcements and other content on electronic billboard displays
US7370016B1 (en) 1999-08-27 2008-05-06 Ochoa Optics Llc Music distribution systems
US20020056118A1 (en) * 1999-08-27 2002-05-09 Hunter Charles Eric Video and music distribution system
US8090619B1 (en) * 1999-08-27 2012-01-03 Ochoa Optics Llc Method and system for music distribution
US6647417B1 (en) 2000-02-10 2003-11-11 World Theatre, Inc. Music distribution systems
US6952685B1 (en) * 1999-08-27 2005-10-04 Ochoa Optics Llc Music distribution system and associated antipiracy protection
US7209900B2 (en) 1999-08-27 2007-04-24 Charles Eric Hunter Music distribution systems
US7647618B1 (en) 1999-08-27 2010-01-12 Charles Eric Hunter Video distribution system
US20060212908A1 (en) * 1999-08-27 2006-09-21 Ochoa Optics Llc Video distribution system
US6850901B1 (en) 1999-12-17 2005-02-01 World Theatre, Inc. System and method permitting customers to order products from multiple participating merchants
MXPA02005948A (es) * 1999-12-17 2003-10-14 World Theatre Inc Sistema y metodo que permite a los clientes solicitar productos seleccionados de un conjunto vasto de productos ofrecidos por multiples comerciantes participantes.
US6735579B1 (en) * 2000-01-05 2004-05-11 The United States Of America As Represented By The Secretary Of The Navy Static memory processor
US9252898B2 (en) 2000-01-28 2016-02-02 Zarbaña Digital Fund Llc Music distribution systems
TW538381B (en) * 2000-07-13 2003-06-21 Ibm Method and circuits for associating a norm to each component of an input pattern presented to a neural network
US7054256B2 (en) * 2000-10-20 2006-05-30 Ochoa Optics Llc High capacity digital data storage by transmission of radiant energy through arrays of small diameter holes
US7133854B2 (en) * 2000-12-13 2006-11-07 International Business Machines Corporation Method and circuits for encoding an input pattern using a normalizer and a classifier
US8027942B2 (en) * 2000-12-13 2011-09-27 International Business Machines Corporation Method and circuits for associating a complex operator to each component of an input pattern presented to an artificial neural network
US20020112243A1 (en) * 2001-02-12 2002-08-15 World Theatre Video distribution system
US20020112235A1 (en) * 2001-02-12 2002-08-15 Ballou Bernard L. Video distribution system
US8112311B2 (en) 2001-02-12 2012-02-07 Ochoa Optics Llc Systems and methods for distribution of entertainment and advertising content
EP1405262A2 (de) * 2001-03-30 2004-04-07 International Business Machines Corporation Schaltungen für das vorladen von globalen betriebsmitteln in alle freie neuronen eines neuronalen netzwerks
US6768815B2 (en) 2001-05-10 2004-07-27 The United States Of America As Represented By The Secretary Of The Navy Color sensor
US7098869B2 (en) * 2001-06-29 2006-08-29 Novus Partners Llc Business method for billboard advertising
US7098870B2 (en) * 2001-06-29 2006-08-29 Novus Partners Llc Advertising method for dynamic billboards
US7088352B2 (en) * 2002-06-19 2006-08-08 Novus Partners Llc Dynamic device and method for dispensing machines
CN1650298A (zh) * 2001-06-29 2005-08-03 诺沃斯通信技术公司 用于利用广告牌作广告的动态装置和方法
US7015875B2 (en) * 2001-06-29 2006-03-21 Novus Partners Llc Dynamic device for billboard advertising
US7254565B2 (en) * 2001-07-26 2007-08-07 International Business Machines Corporation Method and circuits to virtually increase the number of prototypes in artificial neural networks
US7960005B2 (en) * 2001-09-14 2011-06-14 Ochoa Optics Llc Broadcast distribution of content for storage on hardware protected optical storage media
US7233781B2 (en) 2001-10-10 2007-06-19 Ochoa Optics Llc System and method for emergency notification content delivery
US6617565B2 (en) 2001-11-06 2003-09-09 Omnivision Technologies, Inc. CMOS image sensor with on-chip pattern recognition
US6983265B2 (en) * 2001-12-21 2006-01-03 International Business Machines Corporation Method to improve the data transfer rate between a computer and a neural network
US7366352B2 (en) * 2003-03-20 2008-04-29 International Business Machines Corporation Method and apparatus for performing fast closest match in pattern recognition
US8214271B2 (en) * 2004-02-04 2012-07-03 Neuco, Inc. System and method for assigning credit to process inputs
JP3861157B2 (ja) * 2004-02-27 2006-12-20 国立大学法人広島大学 参照データ最適化装置とパターン認識システム
US8478081B2 (en) 2005-06-30 2013-07-02 Agc Flat Glass North America, Inc. Monolithic image perception device and method
US7796841B2 (en) 2005-06-30 2010-09-14 Agc Flat Glass North America, Inc. Monolithic image perception device and method
US7966274B2 (en) 2006-08-14 2011-06-21 Neural Id Llc Enhanced learning and recognition operations for radial basis functions
US7719876B2 (en) * 2008-07-31 2010-05-18 Unity Semiconductor Corporation Preservation circuit and methods to maintain values representing data in one or more layers of memory
US8825350B1 (en) 2011-11-22 2014-09-02 Kurt B. Robinson Systems and methods involving features of adaptive and/or autonomous traffic control
GB2551291B (en) 2013-05-23 2018-02-14 Linear Algebra Tech Limited Corner detection
US10657451B2 (en) 2013-09-04 2020-05-19 Rokio, Inc. Pattern recognition system
DE102016216948A1 (de) * 2016-09-07 2018-03-08 Robert Bosch Gmbh Modellberechnungseinheit und Steuergerät zur Berechnung einer Neuronenschicht eines mehrschichtigen Perzeptronenmodells mit wahlweiser Eingangs- und Ausgangstransformation
US10580757B2 (en) 2016-10-07 2020-03-03 Xcelsis Corporation Face-to-face mounted IC dies with orthogonal top interconnect layers
US10580735B2 (en) 2016-10-07 2020-03-03 Xcelsis Corporation Stacked IC structure with system level wiring on multiple sides of the IC die
US10600691B2 (en) 2016-10-07 2020-03-24 Xcelsis Corporation 3D chip sharing power interconnect layer
US10607136B2 (en) 2017-08-03 2020-03-31 Xcelsis Corporation Time borrowing between layers of a three dimensional chip stack
US10672663B2 (en) 2016-10-07 2020-06-02 Xcelsis Corporation 3D chip sharing power circuit
KR102393946B1 (ko) 2016-10-07 2022-05-03 엑셀시스 코포레이션 직접-접합된 네이티브 상호접속부 및 능동 베이스 다이
US10672745B2 (en) 2016-10-07 2020-06-02 Xcelsis Corporation 3D processor
JPWO2018163005A1 (ja) * 2017-03-10 2020-01-23 株式会社半導体エネルギー研究所 タッチパネルシステム、電子機器および半導体装置
KR102197387B1 (ko) * 2017-05-19 2021-01-04 한국전자통신연구원 자연어 대화체 음성 인식 방법 및 장치
US11205115B1 (en) 2018-04-20 2021-12-21 Perceive Corporation Neural network inference circuit
US10656915B2 (en) * 2018-07-13 2020-05-19 Achronix Semiconductor Corporation Efficient FPGA multipliers
US11847567B1 (en) 2018-12-05 2023-12-19 Perceive Corporation Loss-aware replication of neural network layers
US11995533B1 (en) 2018-12-05 2024-05-28 Perceive Corporation Executing replicated neural network layers on inference circuit
US12045725B1 (en) 2018-12-05 2024-07-23 Perceive Corporation Batch normalization for replicated layers of neural network
US11852750B2 (en) 2019-06-28 2023-12-26 Smart Radar System, Inc. Method and apparatus for radar signal processing using recurrent neural network
CN112183734A (zh) * 2019-07-03 2021-01-05 财团法人工业技术研究院 神经元电路
CN110764444A (zh) 2019-10-10 2020-02-07 苏州浪潮智能科技有限公司 控制***、交换机以及对执行装置进行控制的方法
US11599299B2 (en) 2019-11-19 2023-03-07 Invensas Llc 3D memory circuit
CN113658493B (zh) * 2021-08-20 2023-05-02 安徽大学 一种用于模拟联想记忆的强化学习仿生电路架构
CN114239703A (zh) * 2021-12-01 2022-03-25 湖南大学 主动配电***故障诊断方法、***、设备及存储介质
US20240220585A1 (en) 2022-12-28 2024-07-04 Datashapes, Inc. Systems and methods for determining classification probability

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4326259A (en) * 1980-03-27 1982-04-20 Nestor Associates Self organizing general pattern class separator and identifier
US5014327A (en) * 1987-06-15 1991-05-07 Digital Equipment Corporation Parallel associative memory having improved selection and decision mechanisms for recognizing and sorting relevant patterns
US5201029A (en) * 1988-10-24 1993-04-06 U.S. Philips Corporation Digital data processing apparatus using daisy chain control
JP2703010B2 (ja) * 1988-12-23 1998-01-26 株式会社日立製作所 ニユーラルネツト信号処理プロセツサ
EP0378115B1 (de) * 1989-01-06 1998-09-30 Hitachi, Ltd. Neuronaler Rechner
JP2679738B2 (ja) * 1989-03-01 1997-11-19 富士通株式会社 ニューロコンピュータにおける学習処理方式
US5214747A (en) * 1990-12-24 1993-05-25 Eastman Kodak Company Segmented neural network with daisy chain control
US5222193A (en) * 1990-12-26 1993-06-22 Intel Corporation Training system for neural networks and the like
US5239594A (en) * 1991-02-12 1993-08-24 Mitsubishi Denki Kabushiki Kaisha Self-organizing pattern classification neural network system
WO1992020029A1 (en) * 1991-04-29 1992-11-12 Intel Corporation Neural network incorporating difference neurons
US5264734A (en) * 1992-05-19 1993-11-23 Intel Corporation Difference calculating neural network utilizing switched capacitors
US5487133A (en) * 1993-07-01 1996-01-23 Intel Corporation Distance calculating neural network classifier chip and system
US5473731A (en) * 1993-07-20 1995-12-05 Intel Corporation Lattice based dynamic programming classification system

Also Published As

Publication number Publication date
KR0164943B1 (ko) 1999-01-15
DE69430870T2 (de) 2003-03-13
CA2149478A1 (en) 1996-01-29
EP0694852A1 (de) 1996-01-31
JP3407265B2 (ja) 2003-05-19
JPH0869445A (ja) 1996-03-12
EP0694852B1 (de) 2002-06-26
US5621863A (en) 1997-04-15

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Legal Events

Date Code Title Description
8364 No opposition during term of opposition
8339 Ceased/non-payment of the annual fee