{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T16:56:53Z","timestamp":1772557013830,"version":"3.50.1"},"reference-count":60,"publisher":"Wiley","issue":"12","license":[{"start":{"date-parts":[[2023,8,22]],"date-time":"2023-08-22T00:00:00Z","timestamp":1692662400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science","doi-asserted-by":"publisher","award":["JP22H04625"],"award-info":[{"award-number":["JP22H04625"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science","doi-asserted-by":"publisher","award":["JP21J21982"],"award-info":[{"award-number":["JP21J21982"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["advanced.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Advanced Intelligent Systems"],"published-print":{"date-parts":[[2023,12]]},"abstract":"<jats:p>Physical reservoir computing, which is a promising method for the implementation of highly efficient artificial intelligence devices, requires a physical system with nonlinearity, fading memory, and the ability to map in high dimensions. Although it is expected that spin wave interference can perform as highly efficient reservoir computing in some micromagnetic simulations, there has been no experimental verification to date. Herein, reservoir computing is demonstrated that utilizes multidetected nonlinear spin wave interference in an yttrium\u2010iron\u2010garnet single crystal. The subject computing system achieves excellent performance when used for hand\u2010written digit recognition, second\u2010order nonlinear dynamical tasks, and nonlinear autoregressive moving average (NARMA). It is of particular note that normalized mean square errors for NARMA2 and second\u2010order nonlinear dynamical tasks are 1.81\u2009\u00d7\u200910<jats:sup>\u22122<\/jats:sup> and 8.37\u2009\u00d7\u200910<jats:sup>\u22125<\/jats:sup>, respectively, which are the lowest figures for any experimental physical reservoir so far reported. Said high performance is achieved with higher nonlinearity and the large memory capacity of interfered spin wave multidetection.<\/jats:p>","DOI":"10.1002\/aisy.202300228","type":"journal-article","created":{"date-parts":[[2023,8,23]],"date-time":"2023-08-23T00:07:35Z","timestamp":1692749255000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":37,"title":["Experimental Demonstration of High\u2010Performance Physical Reservoir Computing with Nonlinear Interfered Spin Wave Multidetection"],"prefix":"10.1002","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4053-7366","authenticated-orcid":false,"given":"Wataru","family":"Namiki","sequence":"first","affiliation":[{"name":"International Center for Materials Nanoarchitectonics (WPI-MANA) National Institute for Materials Science  Ibaraki 305-0044 Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3369-7700","authenticated-orcid":false,"given":"Daiki","family":"Nishioka","sequence":"additional","affiliation":[{"name":"International Center for Materials Nanoarchitectonics (WPI-MANA) National Institute for Materials Science  Ibaraki 305-0044 Japan"},{"name":"Faculty of Science Tokyo University of Science  Tokyo 125-8585 Japan"}]},{"given":"Yu","family":"Yamaguchi","sequence":"additional","affiliation":[{"name":"International Center for Materials Nanoarchitectonics (WPI-MANA) National Institute for Materials Science  Ibaraki 305-0044 Japan"},{"name":"Faculty of Science Tokyo University of Science  Tokyo 125-8585 Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6950-6160","authenticated-orcid":false,"given":"Takashi","family":"Tsuchiya","sequence":"additional","affiliation":[{"name":"International Center for Materials Nanoarchitectonics (WPI-MANA) National Institute for Materials Science  Ibaraki 305-0044 Japan"}]},{"given":"Tohru","family":"Higuchi","sequence":"additional","affiliation":[{"name":"Faculty of Science Tokyo University of Science  Tokyo 125-8585 Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3988-3456","authenticated-orcid":false,"given":"Kazuya","family":"Terabe","sequence":"additional","affiliation":[{"name":"International Center for Materials Nanoarchitectonics (WPI-MANA) National Institute for Materials Science  Ibaraki 305-0044 Japan"}]}],"member":"311","published-online":{"date-parts":[[2023,8,22]]},"reference":[{"key":"e_1_2_14_2_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1091277"},{"key":"e_1_2_14_3_1","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760407955"},{"key":"e_1_2_14_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2007.04.003"},{"key":"e_1_2_14_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms1476"},{"key":"e_1_2_14_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/srep03629"},{"key":"e_1_2_14_7_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-017-02337-y"},{"key":"e_1_2_14_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.201900084"},{"key":"e_1_2_14_9_1","doi-asserted-by":"publisher","DOI":"10.1002\/advs.202104076"},{"key":"e_1_2_14_10_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevApplied.15.024030"},{"key":"e_1_2_14_11_1","doi-asserted-by":"publisher","DOI":"10.1088\/2634-4386\/ac4339"},{"key":"e_1_2_14_12_1","doi-asserted-by":"publisher","DOI":"10.1063\/1.5115183"},{"key":"e_1_2_14_13_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevResearch.2.043303"},{"key":"e_1_2_14_14_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevApplied.12.024052"},{"key":"e_1_2_14_15_1","doi-asserted-by":"publisher","DOI":"10.1063\/1.5081797"},{"key":"e_1_2_14_16_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-14738-1"},{"key":"e_1_2_14_17_1","doi-asserted-by":"publisher","DOI":"10.1063\/5.0033292"},{"key":"e_1_2_14_18_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevApplied.13.034057"},{"key":"e_1_2_14_19_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevApplied.15.064060"},{"key":"e_1_2_14_20_1","unstructured":"I. 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