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GB2621218B - Implementation of a neural network in multicore hardware - Google Patents

Implementation of a neural network in multicore hardware Download PDF

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Publication number
GB2621218B
GB2621218B GB2307773.8A GB202307773A GB2621218B GB 2621218 B GB2621218 B GB 2621218B GB 202307773 A GB202307773 A GB 202307773A GB 2621218 B GB2621218 B GB 2621218B
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GB
United Kingdom
Prior art keywords
implementation
neural network
multicore hardware
multicore
hardware
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
GB2307773.8A
Other versions
GB202307773D0 (en
GB2621218A (en
Inventor
Huang Xiran
Escobar Fernando
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.)
Imagination Technologies Ltd
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Imagination Technologies 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 Imagination Technologies Ltd filed Critical Imagination Technologies Ltd
Priority to GB2307773.8A priority Critical patent/GB2621218B/en
Priority claimed from GB2016225.1A external-priority patent/GB2599909B/en
Publication of GB202307773D0 publication Critical patent/GB202307773D0/en
Publication of GB2621218A publication Critical patent/GB2621218A/en
Application granted granted Critical
Publication of GB2621218B publication Critical patent/GB2621218B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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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
    • G06N3/06—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 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]

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Neurology (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
GB2307773.8A 2020-10-13 2020-10-13 Implementation of a neural network in multicore hardware Active GB2621218B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB2307773.8A GB2621218B (en) 2020-10-13 2020-10-13 Implementation of a neural network in multicore hardware

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB2307773.8A GB2621218B (en) 2020-10-13 2020-10-13 Implementation of a neural network in multicore hardware
GB2016225.1A GB2599909B (en) 2020-10-13 2020-10-13 Implementation of a neural network in multicore hardware

Publications (3)

Publication Number Publication Date
GB202307773D0 GB202307773D0 (en) 2023-07-05
GB2621218A GB2621218A (en) 2024-02-07
GB2621218B true GB2621218B (en) 2024-09-25

Family

ID=89508727

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2307773.8A Active GB2621218B (en) 2020-10-13 2020-10-13 Implementation of a neural network in multicore hardware

Country Status (1)

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GB (1) GB2621218B (en)

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
1-28 CORNELL UNIVERSITY LIBRARY, 2019, SANGKUG LYM ET AL, "Mini-batch Serialization: CNN Training with Inter-layer Data Reuse" abstract; pages 1, 5 and 6; figures 4, 5, 7 and 9 *
1-28 PHD THESIS, 2019, LYM SANGKUG, "Efficient Deep Neural Network Model Training by Reducing Memory and Compute Demands", pages 1-190 URL: https://repositories.lib.utexas.edu/bitstream/handle/2152/81143/LYM-DISSERTATION-2019pdf?sequence=1 Chapter 3 *

Also Published As

Publication number Publication date
GB202307773D0 (en) 2023-07-05
GB2621218A (en) 2024-02-07

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Free format text: REGISTERED BETWEEN 20240822 AND 20240828