ZA202210148B - Gru network model based on ordinary differential equations, and feature extraction method and device - Google Patents

Gru network model based on ordinary differential equations, and feature extraction method and device

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Publication number
ZA202210148B
ZA202210148B ZA2022/10148A ZA202210148A ZA202210148B ZA 202210148 B ZA202210148 B ZA 202210148B ZA 2022/10148 A ZA2022/10148 A ZA 2022/10148A ZA 202210148 A ZA202210148 A ZA 202210148A ZA 202210148 B ZA202210148 B ZA 202210148B
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ZA
South Africa
Prior art keywords
network model
feature extraction
model based
extraction method
differential equations
Prior art date
Application number
ZA2022/10148A
Inventor
Zhaowen Zong
Wenqiong Du
Junjian Huang
Xin Zhong
Haoyang Yang
Renqing Jiang
Yijun Jia
Xiaolin Zhou
Original Assignee
Univ Army Medical
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Publication date
Application filed by Univ Army Medical filed Critical Univ Army Medical
Publication of ZA202210148B publication Critical patent/ZA202210148B/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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/11—Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • G06F17/13—Differential equations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • 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

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Operations Research (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Image Analysis (AREA)
ZA2022/10148A 2021-09-15 2022-09-13 Gru network model based on ordinary differential equations, and feature extraction method and device ZA202210148B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202111080690.2A CN113792860A (en) 2021-09-15 2021-09-15 GRU network model based on ordinary differential equation and feature extraction method and device

Publications (1)

Publication Number Publication Date
ZA202210148B true ZA202210148B (en) 2023-03-29

Family

ID=78878437

Family Applications (1)

Application Number Title Priority Date Filing Date
ZA2022/10148A ZA202210148B (en) 2021-09-15 2022-09-13 Gru network model based on ordinary differential equations, and feature extraction method and device

Country Status (3)

Country Link
JP (1) JP2023043188A (en)
CN (1) CN113792860A (en)
ZA (1) ZA202210148B (en)

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102051706B1 (en) * 2017-09-28 2019-12-05 한국과학기술원 Method, Device and Recording medium for detrending gated recurrent neural network
CN109801621B (en) * 2019-03-15 2020-09-29 三峡大学 Voice recognition method based on residual error gating cyclic unit
CN110232118A (en) * 2019-08-08 2019-09-13 中山大学 A kind of novel answer preference pattern based on GRU attention mechanism
CN111079655B (en) * 2019-12-18 2022-08-16 航天物联网技术有限公司 Method for recognizing human body behaviors in video based on fusion neural network
CN112884019B (en) * 2021-01-29 2023-11-21 辽宁科技大学 Image language conversion method based on fusion gate circulation network model

Also Published As

Publication number Publication date
CN113792860A (en) 2021-12-14
JP2023043188A (en) 2023-03-28

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