Computational capability of ecological dynamics

• 資料種別: 記事
• タイトル: Computational capability of ecological dynamics
• 著者標目: 潮, 雅之; 渡邉, 一史; 福田, 康弘; 徳留, 勇志; 中嶋, 浩平
• 出版年月日等: 2023-04
• 出版年（W3CDTF）: 2023-04
• 寄与者: 潮, 雅之; 渡邉, 一史; 福田, 康弘; 徳留, 勇志; 中嶋, 浩平
• タイトル（掲載誌）: Royal Society Open Science
• 巻号年月日等（掲載誌）: 10 4
• 掲載巻: 10
• 掲載号: 4
• 掲載ページ: 221614-
• 掲載年月日（W3CDTF）: 2023-04
• ISSN（掲載誌）: 20545703
• 出版事項（掲載誌）: The Royal Society
• 本文の言語コード: en
• 件名標目: machine learning; ecological dynamics; neural network; computational capability; reservoir computing; ecological networks; artificial intelligence; computational biology; ecology
• 対象利用者: 一般
• 標準番号（その他）: PMID : 37090968
• DOI: 10.1098/rsos.221614; https://doi.org/10.1098/rsos.221614; 10.1101/2021.09.15.460556; https://doi.org/10.1101/2021.09.15.460556
• オンライン閲覧公開範囲: インターネット公開
• 著作権情報: © 2023 The Authors.; Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
• 関連情報: Supplementary Tables from Computational capability of ecological dynamics; https://cir.nii.ac.jp/crid/1881146592848751744
• 関連情報（URI）: http://hdl.handle.net/2433/281765; https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.221614; https://royalsocietypublishing.org/doi/full-xml/10.1098/rsos.221614; https://syndication.highwire.org/content/doi/10.1101/2021.09.15.460556
• 参照: Information structure of heterogeneous criticality in a fish school; https://cir.nii.ac.jp/crid/1050302956820199936; Embedding Bifurcations into Pneumatic Artificial Muscle; https://cir.nii.ac.jp/crid/1050870230758527360; Information Processing Using Soft Body Dynamics; https://cir.nii.ac.jp/crid/1360302173230209024; Information Processing via Human Soft Tissue: Soft Tissue Reservoir Computing; https://cir.nii.ac.jp/crid/1360869854360999296; ソフトロボット学での研究とその宿題; https://cir.nii.ac.jp/crid/1390863970913740928
• 参照: Information processing via physical soft boby; https://cir.nii.ac.jp/crid/1050282810809497856; Interaction capacity as a potential driver of community diversity; https://cir.nii.ac.jp/crid/1050291768024075520; Empirical dynamic modeling for beginners; https://cir.nii.ac.jp/crid/1050845763138040576; Equation-free mechanistic ecosystem forecasting using empirical dynamic modeling; https://cir.nii.ac.jp/crid/1360011144390676224; Multiple predator species alter prey behavior, population growth, and a trophic cascade in a model estuarine food web; https://cir.nii.ac.jp/crid/1360011144786167424; Exploiting short-term memory in soft body dynamics as a computational resource; https://cir.nii.ac.jp/crid/1360011145313270656; Special issue on echo state networks and liquid state machines; https://cir.nii.ac.jp/crid/1360011145764591232; Fluctuating interaction network and time-varying stability of a natural fish community; https://cir.nii.ac.jp/crid/1360283691776343424; Recent advances in physical reservoir computing: A review; https://cir.nii.ac.jp/crid/1360285707369452160; Leveraging plant physiological dynamics using physical reservoir computing; https://cir.nii.ac.jp/crid/1360298760951565696; tidyverse: Easily Install and Load the 'Tidyverse'; https://cir.nii.ac.jp/crid/1360300776601013248; Diversity of Interaction Types and Ecological Community Stability; https://cir.nii.ac.jp/crid/1360565168391976576; Fiji: an open-source platform for biological-image analysis; https://cir.nii.ac.jp/crid/1360574092892962688; New results on recurrent network training: unifying the algorithms and accelerating convergence; https://cir.nii.ac.jp/crid/1360574096255422080; Experimental demonstration of chaos in a microbial food web; https://cir.nii.ac.jp/crid/1360574096469686144; Strength of species interactions determines biodiversity and stability in microbial communities; https://cir.nii.ac.jp/crid/1360576120610245888; https://cir.nii.ac.jp/crid/1360576121905781888; Reservoir Computing; https://cir.nii.ac.jp/crid/1360576122176744704; A novel recombinant slow-release TNF α-derived peptide effectively inhibits tumor growth and angiogensis; https://cir.nii.ac.jp/crid/1360576122596875520; Interaction capacity underpins community diversity; https://cir.nii.ac.jp/crid/1360576122642880896; Tetrahymena in the Laboratory: Strain Resources, Methods for Culture, Maintenance, and Storage; https://cir.nii.ac.jp/crid/1360576122863166848; Physical reservoir computing—an introductory perspective; https://cir.nii.ac.jp/crid/1360853567490722432; A scalable pipeline for designing reconfigurable organisms; https://cir.nii.ac.jp/crid/1360855569289196160; Behavioral diversity in microbes and low-dimensional phenotypic spaces; https://cir.nii.ac.jp/crid/1360857596615382144; On the Characteristics and Structures of Dynamical Systems Suitable for Reservoir Computing; https://cir.nii.ac.jp/crid/1360857596625188480; Attractor reconstruction by machine learning; https://cir.nii.ac.jp/crid/1361137043435427968; Predicting climate effects on Pacific sardine; https://cir.nii.ac.jp/crid/1361137045301636096; The stability–complexity relationship at age 40: a random matrix perspective; https://cir.nii.ac.jp/crid/1361418518911249664; Deep learning in neural networks: An overview; https://cir.nii.ac.jp/crid/1361418519856171520; Detecting Causality in Complex Ecosystems; https://cir.nii.ac.jp/crid/1361418521224632960; Embedology; https://cir.nii.ac.jp/crid/1362825893390023424; Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series; https://cir.nii.ac.jp/crid/1362825895934773504; Universal resilience patterns in complex networks; https://cir.nii.ac.jp/crid/1363388843648847744; Recurrent Neural Networks for Prediction; https://cir.nii.ac.jp/crid/1363388845210695680; Detecting strange attractors in turbulence; https://cir.nii.ac.jp/crid/1363388845285227136; Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models; https://cir.nii.ac.jp/crid/1363388845545227520; Generalized Theorems for Nonlinear State Space Reconstruction; https://cir.nii.ac.jp/crid/1363670319458418560; Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations; https://cir.nii.ac.jp/crid/1363951794298657536; Functional ecology of aquatic phagotrophic protists – Concepts, limitations, and perspectives; https://cir.nii.ac.jp/crid/1363951794597523968; Self-Organization, Embodiment, and Biologically Inspired Robotics; https://cir.nii.ac.jp/crid/1364233268546601344; https://cir.nii.ac.jp/crid/1370857593764932494; https://cir.nii.ac.jp/crid/1370857593764932614; Adverse Outcome Pathway Wiki RDF; https://cir.nii.ac.jp/crid/1882555066396350720
• 連携機関・データベース: 国立情報学研究所 : CiNii Research; https://cir.nii.ac.jp/
• 提供元機関・データベース: 学術機関リポジトリデータベース; https://irdb.nii.ac.jp; Crossref; https://www.crossref.org; 科学研究費助成事業データベース; https://kaken.nii.ac.jp/ja

• 要約等: Ecological dynamics is driven by complex ecological networks. Computational capabilities of artificial networks have been exploited for machine learni...