EP3659073A4 - Electronic apparatus and control method thereof - Google Patents

Electronic apparatus and control method thereof Download PDF

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Publication number
EP3659073A4
EP3659073A4 EP18866233.2A EP18866233A EP3659073A4 EP 3659073 A4 EP3659073 A4 EP 3659073A4 EP 18866233 A EP18866233 A EP 18866233A EP 3659073 A4 EP3659073 A4 EP 3659073A4
Authority
EP
European Patent Office
Prior art keywords
control method
electronic apparatus
electronic
control
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.)
Pending
Application number
EP18866233.2A
Other languages
German (de)
French (fr)
Other versions
EP3659073A1 (en
Inventor
Kyung-Hoon Kim
Young-Hwan Park
Dong-Kwan Suh
Keshava PRASADNAGARAJA
Dae-Hyun Kim
Suk-Jin Kim
Han-Su CHO
Hyun-Jung Kim
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.)
Samsung Electronics Co Ltd
Original Assignee
Samsung Electronics Co Ltd
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 Samsung Electronics Co Ltd filed Critical Samsung Electronics Co Ltd
Priority claimed from PCT/KR2018/006509 external-priority patent/WO2019074185A1/en
Publication of EP3659073A1 publication Critical patent/EP3659073A1/en
Publication of EP3659073A4 publication Critical patent/EP3659073A4/en
Pending legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/15—Correlation function computation including computation of convolution operations
    • G06F17/153—Multidimensional correlation or convolution
    • 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
    • G06N3/08—Learning methods
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Health & Medical Sciences (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • Neurology (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Image Processing (AREA)
EP18866233.2A 2017-10-12 2018-06-08 Electronic apparatus and control method thereof Pending EP3659073A4 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201762571599P 2017-10-12 2017-10-12
KR1020180022960A KR20190041388A (en) 2017-10-12 2018-02-26 Electronic apparatus and control method thereof
PCT/KR2018/006509 WO2019074185A1 (en) 2017-10-12 2018-06-08 Electronic apparatus and control method thereof

Publications (2)

Publication Number Publication Date
EP3659073A1 EP3659073A1 (en) 2020-06-03
EP3659073A4 true EP3659073A4 (en) 2020-09-30

Family

ID=66282988

Family Applications (1)

Application Number Title Priority Date Filing Date
EP18866233.2A Pending EP3659073A4 (en) 2017-10-12 2018-06-08 Electronic apparatus and control method thereof

Country Status (3)

Country Link
EP (1) EP3659073A4 (en)
KR (1) KR20190041388A (en)
CN (1) CN111095304A (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20190106010A (en) 2018-03-07 2019-09-18 삼성전자주식회사 Electronic apparatus and control method thereof
KR20210111014A (en) * 2020-03-02 2021-09-10 삼성전자주식회사 Electronic apparatus and method for controlling thereof
KR102565826B1 (en) * 2020-12-29 2023-08-16 한양대학교 산학협력단 3D object recognition method and apparatus that improves the speed of convolution operation through data reuse

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20170052432A (en) * 2015-10-30 2017-05-12 세종대학교산학협력단 Calcuating method and apparatus to skip operation with respect to operator having value of zero as operand

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1923793A2 (en) * 2006-10-03 2008-05-21 Sparsix Corporation Memory controller for sparse data computation system and method therefor
EP2657842B1 (en) * 2012-04-23 2017-11-08 Fujitsu Limited Workload optimization in a multi-processor system executing sparse-matrix vector multiplication
JP6083300B2 (en) * 2013-03-29 2017-02-22 富士通株式会社 Program, parallel operation method, and information processing apparatus
CN104915322B (en) * 2015-06-09 2018-05-01 中国人民解放军国防科学技术大学 A kind of hardware-accelerated method of convolutional neural networks
CN107239824A (en) * 2016-12-05 2017-10-10 北京深鉴智能科技有限公司 Apparatus and method for realizing sparse convolution neutral net accelerator

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20170052432A (en) * 2015-10-30 2017-05-12 세종대학교산학협력단 Calcuating method and apparatus to skip operation with respect to operator having value of zero as operand

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
LEONID YAVITS ET AL: "Sparse Matrix Multiplication on CAM Based Accelerator", 28 May 2017 (2017-05-28), XP055723292, Retrieved from the Internet <URL:https://arxiv.org/ftp/arxiv/papers/1705/1705.09937.pdf> [retrieved on 20200812] *
See also references of WO2019074185A1 *

Also Published As

Publication number Publication date
KR20190041388A (en) 2019-04-22
CN111095304A (en) 2020-05-01
EP3659073A1 (en) 2020-06-03

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