GB2597608B - Hardware for implementing a deep neural network - Google Patents

Hardware for implementing a deep neural network Download PDF

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Publication number
GB2597608B
GB2597608B GB2110385.8A GB202110385A GB2597608B GB 2597608 B GB2597608 B GB 2597608B GB 202110385 A GB202110385 A GB 202110385A GB 2597608 B GB2597608 B GB 2597608B
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United Kingdom
Prior art keywords
implementing
hardware
neural network
deep neural
deep
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
GB2110385.8A
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GB2597608A (en
GB202110385D0 (en
Inventor
Martin Chris
Hough David
Brasnett Paul
Dikici Cagatay
Imber James
Gibson Clifford
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.)
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Publication date
Application filed by Imagination Technologies Ltd filed Critical Imagination Technologies Ltd
Priority to GB2118550.9A priority Critical patent/GB2599313B/en
Priority to GB2110385.8A priority patent/GB2597608B/en
Priority claimed from GB1715215.8A external-priority patent/GB2566702B/en
Publication of GB202110385D0 publication Critical patent/GB202110385D0/en
Publication of GB2597608A publication Critical patent/GB2597608A/en
Application granted granted Critical
Publication of GB2597608B publication Critical patent/GB2597608B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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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
    • G06N3/048—Activation functions
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00—General purpose image data processing
    • G06T1/20—Processor architectures; Processor configuration, e.g. pipelining
GB2110385.8A 2017-09-20 2017-09-20 Hardware for implementing a deep neural network Active GB2597608B (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
GB2118550.9A GB2599313B (en) 2017-09-20 2017-09-20 Hardware for implementing a Deep Neural Network
GB2110385.8A GB2597608B (en) 2017-09-20 2017-09-20 Hardware for implementing a deep neural network

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB2110385.8A GB2597608B (en) 2017-09-20 2017-09-20 Hardware for implementing a deep neural network
GB1715215.8A GB2566702B (en) 2017-09-20 2017-09-20 Hardware implementation of a deep neural network with variable output data format

Publications (3)

Publication Number Publication Date
GB202110385D0 GB202110385D0 (en) 2021-09-01
GB2597608A GB2597608A (en) 2022-02-02
GB2597608B true GB2597608B (en) 2022-07-20

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GB2110385.8A Active GB2597608B (en) 2017-09-20 2017-09-20 Hardware for implementing a deep neural network

Country Status (1)

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GB (1) GB2597608B (en)

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170103298A1 (en) * 2015-10-09 2017-04-13 Altera Corporation Method and Apparatus for Designing and Implementing a Convolution Neural Net Accelerator

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170103298A1 (en) * 2015-10-09 2017-04-13 Altera Corporation Method and Apparatus for Designing and Implementing a Convolution Neural Net Accelerator

Also Published As

Publication number Publication date
GB2597608A (en) 2022-02-02
GB202110385D0 (en) 2021-09-01

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