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GB2603647B - End-to-end data format selection for hardware implementation of deep neural network - Google Patents

End-to-end data format selection for hardware implementation of deep neural network Download PDF

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Publication number
GB2603647B
GB2603647B GB2201396.5A GB202201396A GB2603647B GB 2603647 B GB2603647 B GB 2603647B GB 202201396 A GB202201396 A GB 202201396A GB 2603647 B GB2603647 B GB 2603647B
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Prior art keywords
neural network
data format
deep neural
hardware implementation
format selection
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GB2201396.5A
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GB2603647A (en
Inventor
Imber James
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Imagination Technologies Ltd
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Imagination Technologies Ltd
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Publication date
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Priority to GB2201396.5A priority Critical patent/GB2603647B/en
Priority claimed from GB2116285.4A external-priority patent/GB2603582B/en
Publication of GB2603647A publication Critical patent/GB2603647A/en
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Publication of GB2603647B publication Critical patent/GB2603647B/en
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    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks

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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)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Neurology (AREA)
  • Telephonic Communication Services (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
GB2201396.5A 2017-11-03 2017-11-03 End-to-end data format selection for hardware implementation of deep neural network Active GB2603647B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB2201396.5A GB2603647B (en) 2017-11-03 2017-11-03 End-to-end data format selection for hardware implementation of deep neural network

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB2201396.5A GB2603647B (en) 2017-11-03 2017-11-03 End-to-end data format selection for hardware implementation of deep neural network
GB2116285.4A GB2603582B (en) 2017-11-03 2017-11-03 End-to-end data format selection for hardware implementation of deep neural network

Publications (2)

Publication Number Publication Date
GB2603647A GB2603647A (en) 2022-08-10
GB2603647B true GB2603647B (en) 2023-04-19

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Family Applications (1)

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GB2201396.5A Active GB2603647B (en) 2017-11-03 2017-11-03 End-to-end data format selection for hardware implementation of deep neural network

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Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
"Going Deeper with Embedded FPGA Platform for Convolutional Neural Network", Jiantao Qiu et al., 01/01/2016, proceedings of the 2016 ACM/SIGDA international symposium on field programmable gate arrays, FPGA, pages 26-35, XP055423746, ISBN: 978-1-4503-3856-1 *

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Publication number Publication date
GB2603647A (en) 2022-08-10

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