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 Analysis (AREA)
  • Image Processing (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

Similar Documents

Publication Publication Date Title
SG11202108152XA (en) Computer-implemented systems and methods for implementing transfers over a blockchain network
SG11202109599XA (en) System and method for constraint management of one or more robots
EP3752060A4 (en) System and method for obtaining health data using a neural network
SG11202110769RA (en) 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
PL3602457T3 (en) System and method for blockchain-based data management
SG11202010736YA (en) System and method for blockchain-based decentralized application development
EP4004676A4 (en) System and method for managing computing devices
EP4053739A4 (en) Neural network model for image segmentation and image segmentation method therefor
EP3977369A4 (en) Centralized governance regulatory compliance (c-grc) system
EP3763598A4 (en) Centralized train dispatch control system and control method
EP3698290A4 (en) Method and system for reducing deep neural network architectures
EP3830710A4 (en) System and method for a distributed computing cluster architecture
EP3788577A4 (en) System and method for optimizing routing of transactions over a computer network
EP4036805A4 (en) Neural network computing chip and computing method
EP3740424A4 (en) U-tank active roll dampening system for and method for active roll dampening of a vessel
SG10202010844PA (en) Simulation Method And System For The Management Of A Pipeline Network
EP4054962A4 (en) Method and system for a robotic tape applicator
GB2580688B (en) A printing system and a method of printing
GB202116740D0 (en) Job value model generation method and system
GB2587445B (en) Method and System for Implementing a Variable Accuracy Neural Network
EP3842977A4 (en) System and method for assisting usage of usage object
EP3959663A4 (en) Method and apparatus for managing neural network models
EP4024286A4 (en) Computing method and apparatus for convolutional neural network model
GB2591696B (en) Method of and system for power island detection on a power distribution network
GB201905599D0 (en) Tax compliance management system and method