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

Info

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
Authority
ZA
South Africa
Prior art keywords
network model
feature extraction
model based
extraction method
differential equations
Prior art date
Application number
ZA2022/10148A
Other languages
English (en)
Inventor
Zhaowen Zong
Wenqiong Du
Junjian Huang
Xin Zhong
Haoyang Yang
Renqing Jiang
Yijun Jia
Xiaolin Zhou
Original Assignee
Univ Army Medical
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 Univ Army Medical filed Critical Univ Army Medical
Publication of ZA202210148B publication Critical patent/ZA202210148B/en

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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
    • G06N3/04—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)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Evolutionary Computation (AREA)
  • Computational Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • General 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 (zh) 2021-09-15 2021-09-15 基于常微分方程的gru网络模型及特征提取方法、装置

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 (zh)
CN (1) CN113792860A (zh)
ZA (1) ZA202210148B (zh)

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102051706B1 (ko) * 2017-09-28 2019-12-05 한국과학기술원 게이티드 순환 신경망 디트렌딩방법, 디트렌딩 장치 및 기록매체
CN109801621B (zh) * 2019-03-15 2020-09-29 三峡大学 一种基于残差门控循环单元的语音识别方法
CN110232118A (zh) * 2019-08-08 2019-09-13 中山大学 一种新型的基于gru注意力机制的答案选择模型
CN111079655B (zh) * 2019-12-18 2022-08-16 航天物联网技术有限公司 一种基于融合神经网络的视频中人体行为识别方法
CN112884019B (zh) * 2021-01-29 2023-11-21 辽宁科技大学 一种基于融合门循环网络模型的图像转语言方法

Also Published As

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

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