{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:25:40Z","timestamp":1772119540951,"version":"3.50.1"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"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":[],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/ssci44817.2019.9003133","type":"proceedings-article","created":{"date-parts":[[2020,2,21]],"date-time":"2020-02-21T07:49:24Z","timestamp":1582271364000},"page":"448-454","source":"Crossref","is-referenced-by-count":17,"title":["Deep Recurrent Neural Networks for Nonlinear System Identification"],"prefix":"10.1109","author":[{"given":"Max","family":"Schussler","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tobias","family":"Munker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oliver","family":"Nelles","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Local model networks for the identification of nonlinear state space models","author":"sch\u00fcssler","year":"2019","journal-title":"58th Conference on Decision and Control"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/72.80202"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/0364-0213(90)90002-E"},{"key":"ref13","first-page":"697","article-title":"An experimental comparison of recurrent neural networks","author":"horne","year":"1995","journal-title":"Advances in neural information processing systems"},{"key":"ref14","article-title":"Nonlinear systems identification using deep dynamic neural networks","author":"ogunmolu","year":"2016"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-24797-2","author":"graves","year":"2012","journal-title":"Supervised Sequence Labelling with Recurrent Neural Networks vol 385 of Studies in Computational Intelligence"},{"key":"ref16","article-title":"A critical review of recurrent neural networks for sequence learning","author":"lipton","year":"2015"},{"key":"ref17","article-title":"Hysteretic benchmark with a dynamic nonlinearity","author":"no\u00ebl","year":"2016","journal-title":"Proc Workshop Nonlinear Syst Identificat Benchmarks"},{"key":"ref18","article-title":"TensorFlow: Large-scale machine learning on heterogeneous systems","author":"abadi","year":"2015"},{"key":"ref19","article-title":"Keras","author":"chollet","year":"2015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref3","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2017.02.030"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/00207178908547379"},{"key":"ref8","article-title":"Identification of nonlinear systems using Polynomial Nonlinear State Space models","author":"paduart","year":"2008","journal-title":"PhD thesis"},{"key":"ref7","first-page":"5309","article-title":"Identification of gaussian process state space models","author":"eleftheriadis","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref2","author":"nelles","year":"2001","journal-title":"Nonlinear System Identification From Classical Approaches to Neural Networks and Fuzzy Models"},{"key":"ref1","author":"ljung","year":"2012","journal-title":"System Identification Theory for the User"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2017.08.082"},{"key":"ref20","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"International Conference on Learning Representations"}],"event":{"name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","location":"Xiamen, China","start":{"date-parts":[[2019,12,6]]},"end":{"date-parts":[[2019,12,9]]}},"container-title":["2019 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8975711\/9002648\/09003133.pdf?arnumber=9003133","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:48:42Z","timestamp":1658094522000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9003133\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/ssci44817.2019.9003133","relation":{},"subject":[],"published":{"date-parts":[[2019,12]]}}}