JP5171118B2 - 演算処理装置及びその制御方法 - Google Patents

演算処理装置及びその制御方法 Download PDF

Info

Publication number
JP5171118B2
JP5171118B2 JP2007156734A JP2007156734A JP5171118B2 JP 5171118 B2 JP5171118 B2 JP 5171118B2 JP 2007156734 A JP2007156734 A JP 2007156734A JP 2007156734 A JP2007156734 A JP 2007156734A JP 5171118 B2 JP5171118 B2 JP 5171118B2
Authority
JP
Japan
Prior art keywords
processing
processing node
calculation
unit
arithmetic
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.)
Active
Application number
JP2007156734A
Other languages
English (en)
Japanese (ja)
Other versions
JP2008310524A (ja
JP2008310524A5 (enExample
Inventor
貴久 山本
政美 加藤
嘉則 伊藤
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.)
Canon Inc
Original Assignee
Canon Inc
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 Canon Inc filed Critical Canon Inc
Priority to JP2007156734A priority Critical patent/JP5171118B2/ja
Priority to CN2008800197192A priority patent/CN101681450B/zh
Priority to US12/602,628 priority patent/US7978905B2/en
Priority to PCT/JP2008/061083 priority patent/WO2008153196A1/en
Publication of JP2008310524A publication Critical patent/JP2008310524A/ja
Publication of JP2008310524A5 publication Critical patent/JP2008310524A5/ja
Priority to US13/155,640 priority patent/US8385631B2/en
Application granted granted Critical
Publication of JP5171118B2 publication Critical patent/JP5171118B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
JP2007156734A 2007-06-13 2007-06-13 演算処理装置及びその制御方法 Active JP5171118B2 (ja)

Priority Applications (5)

Application Number Priority Date Filing Date Title
JP2007156734A JP5171118B2 (ja) 2007-06-13 2007-06-13 演算処理装置及びその制御方法
CN2008800197192A CN101681450B (zh) 2007-06-13 2008-06-11 计算处理装置及其控制方法
US12/602,628 US7978905B2 (en) 2007-06-13 2008-06-11 Calculation processing apparatus and control method thereof
PCT/JP2008/061083 WO2008153196A1 (en) 2007-06-13 2008-06-11 Calculation processing apparatus and control method thereof
US13/155,640 US8385631B2 (en) 2007-06-13 2011-06-08 Calculation processing apparatus and control method thereof

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2007156734A JP5171118B2 (ja) 2007-06-13 2007-06-13 演算処理装置及びその制御方法

Publications (3)

Publication Number Publication Date
JP2008310524A JP2008310524A (ja) 2008-12-25
JP2008310524A5 JP2008310524A5 (enExample) 2010-07-29
JP5171118B2 true JP5171118B2 (ja) 2013-03-27

Family

ID=40129793

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2007156734A Active JP5171118B2 (ja) 2007-06-13 2007-06-13 演算処理装置及びその制御方法

Country Status (4)

Country Link
US (2) US7978905B2 (enExample)
JP (1) JP5171118B2 (enExample)
CN (1) CN101681450B (enExample)
WO (1) WO2008153196A1 (enExample)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11699067B2 (en) 2017-03-03 2023-07-11 Canon Kabushiki Kaisha Arithmetic processing apparatus and control method therefor

Families Citing this family (33)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5368687B2 (ja) 2007-09-26 2013-12-18 キヤノン株式会社 演算処理装置および方法
CA2799167A1 (en) 2010-05-19 2011-11-24 Douglas A. Palmer Neural processing unit
US8775341B1 (en) 2010-10-26 2014-07-08 Michael Lamport Commons Intelligent control with hierarchical stacked neural networks
US9015093B1 (en) 2010-10-26 2015-04-21 Michael Lamport Commons Intelligent control with hierarchical stacked neural networks
JP2014059862A (ja) 2012-08-22 2014-04-03 Canon Inc データフローのリソース割り当て装置および方法
JP6393058B2 (ja) 2014-03-31 2018-09-19 キヤノン株式会社 情報処理装置、情報処理方法
US10387773B2 (en) * 2014-10-27 2019-08-20 Ebay Inc. Hierarchical deep convolutional neural network for image classification
US10255547B2 (en) * 2014-12-04 2019-04-09 Nvidia Corporation Indirectly accessing sample data to perform multi-convolution operations in a parallel processing system
JP6516489B2 (ja) * 2015-01-29 2019-05-22 キヤノン株式会社 情報処理装置
JP6706788B2 (ja) * 2015-03-06 2020-06-10 パナソニックＩｐマネジメント株式会社 画像認識方法、画像認識装置およびプログラム
US9747546B2 (en) * 2015-05-21 2017-08-29 Google Inc. Neural network processor
US10157279B2 (en) * 2015-07-15 2018-12-18 Cylance Inc. Malware detection
US20190087717A1 (en) * 2016-04-01 2019-03-21 Intel Corporation Four stable state neuron
CN109375951B (zh) * 2016-04-27 2020-10-09 中科寒武纪科技股份有限公司 一种用于执行全连接层神经网络正向运算的装置和方法
CN107704267B (zh) 2016-04-29 2020-05-08 中科寒武纪科技股份有限公司 一种卷积神经网络运算指令及其方法
GB201607713D0 (en) 2016-05-03 2016-06-15 Imagination Tech Ltd Convolutional neural network
JP6708044B2 (ja) * 2016-07-28 2020-06-10 富士通株式会社 画像認識装置、画像認識プログラム、画像認識方法および認識装置
JP6786948B2 (ja) * 2016-08-12 2020-11-18 富士通株式会社 演算処理装置及び演算処理装置の制御方法
CN106529679B (zh) * 2016-10-14 2020-01-14 腾讯科技（上海）有限公司 一种机器学习方法及系统
JP6852365B2 (ja) * 2016-11-25 2021-03-31 富士通株式会社 情報処理装置、情報処理システム、情報処理プログラムおよび情報処理方法
CN107066334A (zh) * 2017-03-17 2017-08-18 联想(北京)有限公司 信息处理方法及处理系统
EP3388981B1 (en) 2017-04-13 2021-09-01 Nxp B.V. Convolutional processing system
JP6929734B2 (ja) 2017-08-08 2021-09-01 キヤノン株式会社 判別演算装置、判別演算方法及びプログラム
CN108475347A (zh) * 2017-11-30 2018-08-31 深圳市大疆创新科技有限公司 神经网络处理的方法、装置、加速器、系统和可移动设备
US11443185B2 (en) 2018-10-11 2022-09-13 Powerchip Semiconductor Manufacturing Corporation Memory chip capable of performing artificial intelligence operation and method thereof
CN109615065A (zh) * 2018-12-17 2019-04-12 郑州云海信息技术有限公司 一种基于fpga的数据处理方法、设备以及存储介质
CN109739703B (zh) * 2018-12-28 2020-01-17 中科寒武纪科技股份有限公司 调错方法及相关产品
JP7297468B2 (ja) 2019-02-28 2023-06-26 キヤノン株式会社 データ処理装置及びその方法
US10891537B2 (en) 2019-03-20 2021-01-12 Huawei Technologies Co., Ltd. Convolutional neural network-based image processing method and image processing apparatus
JP7278150B2 (ja) * 2019-05-23 2023-05-19 キヤノン株式会社 画像処理装置、撮像装置、画像処理方法
US10976965B1 (en) * 2020-10-14 2021-04-13 First Capitol Consulting, Inc. Optimization of in-memory processing of data represented by an acyclic graph so that the removal and re-materialization of data in selected nodes is minimized
CN112270412B (zh) * 2020-10-15 2023-10-27 北京百度网讯科技有限公司 网络算子处理方法、装置、电子设备及存储介质
JP2024151449A (ja) * 2023-04-12 2024-10-25 キヤノン株式会社 演算処理装置及びその方法

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2679730B2 (ja) 1988-08-31 1997-11-19 富士通株式会社 階層構造ニューラルネット
FI894021A7 (fi) 1988-08-31 1990-03-01 Fujitsu Ltd Neuronstruktur.
JPH0355658A (ja) 1989-07-25 1991-03-11 Fujitsu Ltd 半導体情報処理装置
JP3055658B2 (ja) 1996-03-04 2000-06-26 富士電子工業株式会社 内面焼入方法及び装置
US6038337A (en) 1996-03-29 2000-03-14 Nec Research Institute, Inc. Method and apparatus for object recognition
JPH10162120A (ja) 1996-12-02 1998-06-19 Mitsubishi Electric Corp 動画像処理方法ならびに動画像処理装置
JP3849951B2 (ja) * 1997-02-27 2006-11-22 株式会社日立製作所 主記憶共有型マルチプロセッサ
JPH11184841A (ja) * 1997-12-22 1999-07-09 Canon Inc 画像処理方法及び装置
JP4846924B2 (ja) 2001-05-31 2011-12-28 キヤノン株式会社 パターン認識装置
JP4051974B2 (ja) * 2002-03-20 2008-02-27 富士ゼロックス株式会社 画像処理装置および画像処理方法
JP4035408B2 (ja) 2002-09-10 2008-01-23 キヤノン株式会社 解像度変換装置及び方法及び情報処理装置
CN1310186C (zh) * 2002-09-24 2007-04-11 中兴通讯股份有限公司 一种神经网络均衡器的优化训练方法
CN1331092C (zh) * 2004-05-17 2007-08-08 中国科学院半导体研究所 模式识别专用神经网络计算机系统

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11699067B2 (en) 2017-03-03 2023-07-11 Canon Kabushiki Kaisha Arithmetic processing apparatus and control method therefor

Also Published As

Publication number Publication date
CN101681450B (zh) 2013-08-14
CN101681450A (zh) 2010-03-24
WO2008153196A1 (en) 2008-12-18
JP2008310524A (ja) 2008-12-25
US20110239224A1 (en) 2011-09-29
US8385631B2 (en) 2013-02-26
US7978905B2 (en) 2011-07-12
US20100215253A1 (en) 2010-08-26

Similar Documents

Publication Publication Date Title
JP5171118B2 (ja) 演算処理装置及びその制御方法
JP5184824B2 (ja) 演算処理装置及び方法
US8391306B2 (en) Calculation processing apparatus and method
JP6936592B2 (ja) 演算処理装置およびその制御方法
CN109961072B (zh) 用于执行神经网络操作的设备和操作该设备的方法
CN108573305A (zh) 一种数据处理方法、设备及装置
US20200183834A1 (en) Method and device for determining memory size
EP3940541B1 (en) A computer-implemented data processing method, micro-controller system and computer program product
JP6195342B2 (ja) 情報処理装置およびメモリアクセス制御方法
US20220236899A1 (en) Information processing apparatus, information processing method, and computer-readable recording medium storing information processing program
JP6970827B2 (ja) 演算処理装置
JP7635823B2 (ja) 関節点検出装置、学習モデル生成装置、関節点検出方法、学習モデル生成方法、及びプログラム
JP7321213B2 (ja) 情報処理装置、情報処理方法
JP2022144168A (ja) プログラム、情報処理装置および情報処理方法
JP7437135B2 (ja) プロセッシングシステム
JP2018055570A (ja) 演算処理装置、演算処理方法及びプログラム
US20200201574A1 (en) Information processing device, storage medium storing information processing program, and information processing system
US20230418666A1 (en) Graph streaming neural network processing system and method thereof
JP7631289B2 (ja) データ処理装置及びその方法
WO2022181251A1 (ja) 関節点検出装置、関節点検出方法、及びコンピュータ読み取り可能な記録媒体
CN112905344A (zh) 一种存储系统中的资源调度方法、装置、设备及介质
CN117480491A (zh) 用于融合不同模型的多个层的方法和装置
JP2009129187A (ja) メモリ管理装置、そのプログラム
JP2000263390A (ja) 追加生産可能性検証装置及びその検証方法並びにその制御プログラムを記録した記録媒体

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20100614

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20100614

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20120717

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20120918

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20121126

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20121225

R151 Written notification of patent or utility model registration

Ref document number: 5171118

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R151

FPAY Renewal fee payment (event date is renewal date of database)

Free format text: PAYMENT UNTIL: 20160111

Year of fee payment: 3