EP2825974A4 - Tag-based apparatus and methods for neural networks - Google Patents

Tag-based apparatus and methods for neural networks Download PDF

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Publication number
EP2825974A4
EP2825974A4 EP13760351.0A EP13760351A EP2825974A4 EP 2825974 A4 EP2825974 A4 EP 2825974A4 EP 13760351 A EP13760351 A EP 13760351A EP 2825974 A4 EP2825974 A4 EP 2825974A4
Authority
EP
European Patent Office
Prior art keywords
tag
methods
neural networks
based apparatus
neural
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.)
Ceased
Application number
EP13760351.0A
Other languages
German (de)
French (fr)
Other versions
EP2825974A1 (en
Inventor
Botond Szatmary
Eugene M. Izhikevich
Csaba Petre
Jayram Moorkanikara Nageswaran
Filip PIEKNIEWSKI
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.)
Qualcomm Inc
Original Assignee
Qualcomm Technologies 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
Priority claimed from US13/385,933 external-priority patent/US10210452B2/en
Application filed by Qualcomm Technologies Inc filed Critical Qualcomm Technologies Inc
Publication of EP2825974A1 publication Critical patent/EP2825974A1/en
Publication of EP2825974A4 publication Critical patent/EP2825974A4/en
Ceased legal-status Critical Current

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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
    • G06N3/10—Interfaces, programming languages or software development kits, e.g. for simulating neural 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
    • G06N3/04—Architecture, e.g. interconnection topology

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Stored Programmes (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
EP13760351.0A 2012-03-15 2013-03-15 Tag-based apparatus and methods for neural networks Ceased EP2825974A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US13/385,933 US10210452B2 (en) 2011-09-21 2012-03-15 High level neuromorphic network description apparatus and methods
PCT/US2013/032546 WO2013138778A1 (en) 2012-03-15 2013-03-15 Tag-based apparatus and methods for neural networks

Publications (2)

Publication Number Publication Date
EP2825974A1 EP2825974A1 (en) 2015-01-21
EP2825974A4 true EP2825974A4 (en) 2017-04-05

Family

ID=49161874

Family Applications (1)

Application Number Title Priority Date Filing Date
EP13760351.0A Ceased EP2825974A4 (en) 2012-03-15 2013-03-15 Tag-based apparatus and methods for neural networks

Country Status (3)

Country Link
EP (1) EP2825974A4 (en)
CN (2) CN104620236B (en)
WO (1) WO2013138778A1 (en)

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US10540588B2 (en) * 2015-06-29 2020-01-21 Microsoft Technology Licensing, Llc Deep neural network processing on hardware accelerators with stacked memory
JP6904682B2 (en) 2015-10-23 2021-07-21 株式会社半導体エネルギー研究所 Semiconductor devices and electronic devices
EP4202782A1 (en) * 2015-11-09 2023-06-28 Google LLC Training neural networks represented as computational graphs
US10387298B2 (en) 2017-04-04 2019-08-20 Hailo Technologies Ltd Artificial neural network incorporating emphasis and focus techniques
US11238334B2 (en) 2017-04-04 2022-02-01 Hailo Technologies Ltd. System and method of input alignment for efficient vector operations in an artificial neural network
US11615297B2 (en) 2017-04-04 2023-03-28 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network compiler
US11544545B2 (en) 2017-04-04 2023-01-03 Hailo Technologies Ltd. Structured activation based sparsity in an artificial neural network
US11551028B2 (en) 2017-04-04 2023-01-10 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network
CN106970820B (en) * 2017-04-26 2020-09-04 腾讯科技（深圳）有限公司 Code storage method and code storage device
CN109492747A (en) * 2017-09-13 2019-03-19 杭州海康威视数字技术股份有限公司 A kind of the network structure generation method and device of neural network
CN108985448B (en) * 2018-06-06 2020-11-17 北京大学 Neural network representation standard framework structure
CN110727462B (en) * 2018-07-16 2021-10-19 上海寒武纪信息科技有限公司 Data processor and data processing method
CN111104120B (en) * 2018-10-29 2023-12-22 赛灵思公司 Neural network compiling method and system and corresponding heterogeneous computing platform
CN109598332B (en) * 2018-11-14 2021-04-09 北京市商汤科技开发有限公司 Neural network generation method and device, electronic device and storage medium
CN111339437B (en) * 2020-02-14 2023-07-14 支付宝(杭州)信息技术有限公司 Method and device for determining roles of group members and electronic equipment
US11237894B1 (en) 2020-09-29 2022-02-01 Hailo Technologies Ltd. Layer control unit instruction addressing safety mechanism in an artificial neural network processor
US11263077B1 (en) 2020-09-29 2022-03-01 Hailo Technologies Ltd. Neural network intermediate results safety mechanism in an artificial neural network processor
US11874900B2 (en) 2020-09-29 2024-01-16 Hailo Technologies Ltd. Cluster interlayer safety mechanism in an artificial neural network processor
US11221929B1 (en) 2020-09-29 2022-01-11 Hailo Technologies Ltd. Data stream fault detection mechanism in an artificial neural network processor
US11811421B2 (en) 2020-09-29 2023-11-07 Hailo Technologies Ltd. Weights safety mechanism in an artificial neural network processor
CN116205276A (en) * 2021-11-30 2023-06-02 北京灵汐科技有限公司 Apparatus and method for multi-compartment neuron model operation and computer readable medium
WO2023225566A1 (en) * 2022-05-19 2023-11-23 Onetrust Llc Managing the development and usage of machine-learning models and datasets via common data objects

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US20070192262A1 (en) * 2006-02-10 2007-08-16 Numenta, Inc. Hierarchical Temporal Memory Based System Including Nodes with Input or Output Variables of Disparate Properties

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Patent Citations (1)

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Publication number Priority date Publication date Assignee Title
US20070192262A1 (en) * 2006-02-10 2007-08-16 Numenta, Inc. Hierarchical Temporal Memory Based System Including Nodes with Input or Output Variables of Disparate Properties

Non-Patent Citations (5)

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Title
ALFRED STREY: "EpsiloNN - A Specification Language for the Efficient Parallel Simulation of Neural Networks", BIOLOGICAL AND ARTIFICIAL COMPUTATION: FROM NEUROSCIENCE TO TECHNOLOGY, 1 January 1997 (1997-01-01), pages 714 - 722, XP055350267, Retrieved from the Internet <URL:ftp://neuro.informatik.uni-ulm.de/ni/alfred/iwann97.ps.gz> [retrieved on 20170228] *
CORNELIS ET AL: "Neurospaces:Towards automated model partitioning for parallel computers", NEUROCOMPUTING, ELSEVIER, AMSTERDAM, NL, vol. 70, no. 10-12, 29 April 2007 (2007-04-29), pages 2117 - 2121, XP022053054, ISSN: 0925-2312, DOI: 10.1016/J.NEUCOM.2006.10.140 *
KORB T ET AL: "A declarative neural network description language", MICROPROCESSING AND MICROPROGRAMMING, ELSEVIER SCIENCE PUBLISHERS, BV., AMSTERDAM, NL, vol. 27, no. 1-5, 1 August 1989 (1989-08-01), pages 181 - 188, XP026658288, ISSN: 0165-6074, [retrieved on 19890801], DOI: 10.1016/0165-6074(89)90043-4 *
PADRAIG GLEESON ET AL: "NeuroML: a language for describing data driven models of neurons and networks with a high degree of biological detail (w/ supporting information)", PLOS COMPUTATIONAL BIOLOGY, vol. 6, no. 6, 17 June 2010 (2010-06-17), pages e1000815, XP055179294, DOI: 10.1371/journal.pcbi.1000815 *
See also references of WO2013138778A1 *

Also Published As

Publication number Publication date
CN104620236B (en) 2019-02-15
EP2825974A1 (en) 2015-01-21
WO2013138778A1 (en) 2013-09-19
CN106991475A (en) 2017-07-28
CN104620236A (en) 2015-05-13

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