SG11202110769RA - A system for mapping a neural network architecture onto a computing core and a method of mapping a neural network architecture onto a computing core - Google Patents

A system for mapping a neural network architecture onto a computing core and a method of mapping a neural network architecture onto a computing core

Info

Publication number
SG11202110769RA
SG11202110769RA SG11202110769RA SG11202110769RA SG11202110769RA SG 11202110769R A SG11202110769R A SG 11202110769RA SG 11202110769R A SG11202110769R A SG 11202110769RA SG 11202110769R A SG11202110769R A SG 11202110769RA SG 11202110769R A SG11202110769R A SG 11202110769RA
Authority
SG
Singapore
Prior art keywords
mapping
neural network
network architecture
computing core
architecture onto
Prior art date
Application number
SG11202110769RA
Inventor
Roshan Gopalakrishnan
Yam Song Chua
Original Assignee
Agency Science Tech & Res
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 Agency Science Tech & Res filed Critical Agency Science Tech & Res
Publication of SG11202110769RA publication Critical patent/SG11202110769RA/en

Links

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
    • G06N3/06—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
    • G06N3/08—Learning methods
    • 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
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/30—Circuit design
    • G06F30/38—Circuit design at the mixed level of analogue and digital signals

Landscapes

  • 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)
  • Image Processing (AREA)
  • Image Analysis (AREA)
SG11202110769RA 2019-03-28 2020-03-27 A system for mapping a neural network architecture onto a computing core and a method of mapping a neural network architecture onto a computing core SG11202110769RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
SG10201902803T 2019-03-28
PCT/SG2020/050185 WO2020197510A1 (en) 2019-03-28 2020-03-27 A system for mapping a neural network architecture onto a computing core and a method of mapping a neural network architecture onto a computing core

Publications (1)

Publication Number Publication Date
SG11202110769RA true SG11202110769RA (en) 2021-10-28

Family

ID=72609979

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202110769RA SG11202110769RA (en) 2019-03-28 2020-03-27 A system for mapping a neural network architecture onto a computing core and a method of mapping a neural network architecture onto a computing core

Country Status (3)

Country Link
US (1) US20220164639A1 (en)
SG (1) SG11202110769RA (en)
WO (1) WO2020197510A1 (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11972348B2 (en) * 2020-10-30 2024-04-30 Apple Inc. Texture unit circuit in neural network processor
US20220414444A1 (en) * 2021-06-29 2022-12-29 Qualcomm Incorporated Computation in memory (cim) architecture and dataflow supporting a depth-wise convolutional neural network (cnn)

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10387298B2 (en) * 2017-04-04 2019-08-20 Hailo Technologies Ltd Artificial neural network incorporating emphasis and focus techniques

Also Published As

Publication number Publication date
WO2020197510A1 (en) 2020-10-01
US20220164639A1 (en) 2022-05-26

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