JP7823891B2 - 推定装置、訓練装置、グラフ生成方法及びネットワーク生成方法 - Google Patents

推定装置、訓練装置、グラフ生成方法及びネットワーク生成方法

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JP7823891B2
JP7823891B2 JP2022542877A JP2022542877A JP7823891B2 JP 7823891 B2 JP7823891 B2 JP 7823891B2 JP 2022542877 A JP2022542877 A JP 2022542877A JP 2022542877 A JP2022542877 A JP 2022542877A JP 7823891 B2 JP7823891 B2 JP 7823891B2
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隆一郎 石谷
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Preferred Networks Inc
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Preferred Networks Inc
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    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • 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
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0475—Generative networks
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/80—Data visualisation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/004—Artificial life, i.e. computing arrangements simulating life
    • G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
    • 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
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
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  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
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  • General Physics & Mathematics (AREA)
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  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Biophysics (AREA)
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  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Chemical & Material Sciences (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2022542877A 2020-08-14 2021-08-12 推定装置、訓練装置、グラフ生成方法及びネットワーク生成方法 Active JP7823891B2 (ja)

Applications Claiming Priority (3)

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JP2020137071 2020-08-14
JP2020137071 2020-08-14
PCT/JP2021/029717 WO2022034913A1 (ja) 2020-08-14 2021-08-12 推定装置、訓練装置、グラフ生成方法及びネットワーク生成方法

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JPWO2022034913A1 JPWO2022034913A1 (https=) 2022-02-17
JPWO2022034913A5 JPWO2022034913A5 (https=) 2024-07-23
JP7823891B2 true JP7823891B2 (ja) 2026-03-04

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US20230267159A1 (en) * 2022-02-18 2023-08-24 Microsoft Technology Licensing, Llc Input-output searching
US12587274B2 (en) 2023-03-28 2026-03-24 Quantum Generative Materials Llc Satellite optimization management system based on natural language input and artificial intelligence
US12368503B2 (en) 2023-12-27 2025-07-22 Quantum Generative Materials Llc Intent-based satellite transmit management based on preexisting historical location and machine learning
US12603701B2 (en) 2023-12-27 2026-04-14 Quantum Generative Materials Llc Distributed satellite constellation management and control system

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018078735A1 (ja) 2016-10-26 2018-05-03 富士通株式会社 情報処理装置、情報処理方法および情報処理プログラム

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018078735A1 (ja) 2016-10-26 2018-05-03 富士通株式会社 情報処理装置、情報処理方法および情報処理プログラム

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Wengong Jin, et. al.，Junction Tree Variational Autoencoder for Molecular Graph Generation，Proceedings of the 35th International Conference on Machine Learning [online]，2018年，Vol. 80，[retrieved on 2025.09.16], Retrieved from ＜http://proceedings.mlr.press/v80/jin18a.html＞

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JPWO2022034913A1 (https=) 2022-02-17
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