{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,10]],"date-time":"2026-10-10T16:03:57Z","timestamp":1791648237297,"version":"4.3.4"},"reference-count":36,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2022,2,1]]},"DOI":"10.1109\/jiot.2021.3089505","type":"journal-article","created":{"date-parts":[[2021,6,15]],"date-time":"2021-06-15T20:14:26Z","timestamp":1623788066000},"page":"1962-1975","source":"Crossref","is-referenced-by-count":10,"title":["Rethink of Orthographic Constraints on RNN and Its Application in Acoustic Sensor Data Modeling"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2528-4017","authenticated-orcid":false,"given":"Fangqi","family":"Zhu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3630-8010","authenticated-orcid":false,"given":"Qilian","family":"Liang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2991052"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3014970"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3063497"},{"key":"ref4","volume-title":"Deep Learning","volume":"1","author":"Goodfellow","year":"2016"},{"key":"ref5","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Sutskever"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.339"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11768"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1515\/9780691213101"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.32469\/10355\/88910"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-6504-1_92"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2020.102178"},{"key":"ref12","first-page":"1969","article-title":"Orthogonal recurrent neural networks with scaled Cayley transform","volume-title":"Proc. 35th Int. Conf. Mach. Learn.","author":"Helfrich"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014528"},{"key":"ref14","volume-title":"A simple way to initialize recurrent networks of rectified linear units","author":"Le","year":"2015"},{"key":"ref15","first-page":"901","article-title":"Weight normalization: A simple reparameterization to accelerate training of deep neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Salimans"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5555\/3045390.3045509"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1515\/9781400830244"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/100802529"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2226167"},{"key":"ref20","first-page":"4880","article-title":"Full-capacity unitary recurrent neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Wisdom"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462556"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9052984"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2906030"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2984925"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-39416-7"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1053\/j.gastro.2017.10.010"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1053\/j.gastro.2018.06.037"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00934-2_68"},{"key":"ref29","volume-title":"Andrenarchy\/Pseudopy"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2011.07.049"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.21437\/icslp.1998-522"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.25080\/majora-7b98e3ed-003"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2903245"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051247"},{"key":"ref35","volume-title":"Creating a Simple Keras Model for Inference on Microcontrollers: Part 2"},{"key":"ref36","volume-title":"The Matrix Cookbook","author":"Petersen","year":"2012"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9690636\/09455361.pdf?arnumber=9455361","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:36:07Z","timestamp":1705016167000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9455361\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,1]]},"references-count":36,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2021.3089505","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,1]]}}}