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DK3298547T3 - Gruppebehandling i en processor til et neuralt netværk - Google Patents

Gruppebehandling i en processor til et neuralt netværk Download PDF

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Publication number
DK3298547T3
DK3298547T3 DK16722484.9T DK16722484T DK3298547T3 DK 3298547 T3 DK3298547 T3 DK 3298547T3 DK 16722484 T DK16722484 T DK 16722484T DK 3298547 T3 DK3298547 T3 DK 3298547T3
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neural network
network processor
group processing
group
processing
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DK16722484.9T
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Reginald Clifford Young
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Google Llc
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    • 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
    • G06N3/08—Learning methods
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G06F15/76—Architectures of general purpose stored program computers
    • G06F15/80—Architectures of general purpose stored program computers comprising an array of processing units with common control, e.g. single instruction multiple data processors
    • G06F15/8046—Systolic arrays
    • 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
    • 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]
    • 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
    • G06N3/0499—Feedforward networks
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models

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  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
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  • Evolutionary Computation (AREA)
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  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Neurology (AREA)
  • Computer Hardware Design (AREA)
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  • Design And Manufacture Of Integrated Circuits (AREA)
  • Complex Calculations (AREA)
  • Advance Control (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
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DK16722484.9T 2015-05-21 2016-05-03 Gruppebehandling i en processor til et neuralt netværk DK3298547T3 (da)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201562165020P 2015-05-21 2015-05-21
US14/844,431 US10083395B2 (en) 2015-05-21 2015-09-03 Batch processing in a neural network processor
PCT/US2016/030515 WO2016186823A1 (en) 2015-05-21 2016-05-03 Batch processing in a neural network processor

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US (5) US10083395B2 (da)
EP (2) EP4235449A3 (da)
JP (5) JP6640243B2 (da)
KR (6) KR102493196B1 (da)
CN (2) CN112465131B (da)
DE (2) DE112016002292T5 (da)
DK (1) DK3298547T3 (da)
GB (2) GB2600031B (da)
TW (2) TWI591549B (da)
WO (1) WO2016186823A1 (da)

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