{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T18:41:07Z","timestamp":1771612867981,"version":"3.50.1"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.23919\/date.2019.8714788","type":"proceedings-article","created":{"date-parts":[[2019,5,16]],"date-time":"2019-05-16T21:29:07Z","timestamp":1558042147000},"page":"1463-1468","source":"Crossref","is-referenced-by-count":68,"title":["Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network"],"prefix":"10.23919","author":[{"given":"Shuhan","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Wenlong","family":"Lyu","sequence":"additional","affiliation":[]},{"given":"Fan","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Changhao","family":"Yan","sequence":"additional","affiliation":[]},{"given":"Dian","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Xuan","family":"Zeng","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2017.2729461"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2013.2284109"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2494218"},{"key":"ref13","volume":"2","author":"mockus","year":"1978","journal-title":"The Application of Bayesian Methods for Seeking the Extremum"},{"key":"ref14","first-page":"397","article-title":"Using confidence bounds for exploitation-exploration trade-offs","volume":"3","author":"auer","year":"2002","journal-title":"Journal of Machine Learning Research"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3206.001.0001"},{"key":"ref16","article-title":"Bayesian optimization with unknown constraints","author":"gelbart","year":"2014","journal-title":"arXiv preprint arXiv 1403 5607"},{"key":"ref17","first-page":"2171","article-title":"Scalable bayesian optimization using deep neural networks","author":"snoek","year":"2015","journal-title":"International Conference on Machine Learning"},{"key":"ref18","first-page":"3576","article-title":"Scalable gaussian process regression using deep neural networks","author":"huang","year":"2015","journal-title":"IJCAI"},{"key":"ref19","first-page":"63","article-title":"Gaussian processes in machine learning","author":"edward rasmussen","year":"2004","journal-title":"Advanced Lectures on Machine Learning"},{"key":"ref4","first-page":"1","article-title":"Enabling efficient analog synthesis by coupling sparse regression and polynomial optimization","author":"wang","year":"2014","journal-title":"2014 51st ACM\/EDAC\/IEEE Design Automation Conference (DAC) DAC"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11081-007-9001-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.aeue.2012.01.003"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/43.848091"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3850\/9783981537079_0084"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.vlsi.2008.04.003"},{"key":"ref2","first-page":"1","article-title":"An efficient bayesian optimization approach for automated optimization of analog circuits","volume":"pp","author":"lyu","year":"2017","journal-title":"IEEE Transactions on Circuits and Systems I Regular Papers"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2006.889371"},{"key":"ref9","first-page":"1195","article-title":"Subgradient based multiple-starting-point algorithm for non-smooth optimization of analog circuits","author":"lv","year":"2017","journal-title":"Proc Design Automation & Test Europe Conf"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/3-540-45014-9_1","article-title":"Ensemble methods in machine learning","volume":"1857","author":"g dietterich","year":"2000","journal-title":"Proc International Workshop on Multiple Classifier Systems"},{"key":"ref21","first-page":"6402","article-title":"Simple and scalable predictive uncertainty estimation using deep ensembles","author":"lakshminarayanan","year":"2017","journal-title":"Neural Information Processing Systems"}],"event":{"name":"2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)","location":"Florence, Italy","start":{"date-parts":[[2019,3,25]]},"end":{"date-parts":[[2019,3,29]]}},"container-title":["2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8704855\/8714721\/08714788.pdf?arnumber=8714788","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T02:43:02Z","timestamp":1643164982000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8714788\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3]]},"references-count":21,"URL":"https:\/\/doi.org\/10.23919\/date.2019.8714788","relation":{},"subject":[],"published":{"date-parts":[[2019,3]]}}}