{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T14:33:19Z","timestamp":1754145199694,"version":"3.41.2"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,25]],"date-time":"2025-05-25T00:00:00Z","timestamp":1748131200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,25]],"date-time":"2025-05-25T00:00:00Z","timestamp":1748131200000},"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":[[2025,5,25]]},"DOI":"10.1109\/iscas56072.2025.11043816","type":"proceedings-article","created":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T13:42:19Z","timestamp":1751031739000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["Explicit Neural Network-Based Modeling of Time-Varying Circuits with a Single BJT in the Wave Digital Domain"],"prefix":"10.1109","author":[{"given":"Oliviero","family":"Massi","sequence":"first","affiliation":[{"name":"Politecnico di Milano,Informazione e Bioingegneria (DEIB),Dipartimento di Elettronica,Milan,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shijie","family":"Yang","sequence":"additional","affiliation":[{"name":"Politecnico di Milano,Informazione e Bioingegneria (DEIB),Dipartimento di Elettronica,Milan,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Riccardo","family":"Giampiccolo","sequence":"additional","affiliation":[{"name":"Politecnico di Milano,Informazione e Bioingegneria (DEIB),Dipartimento di Elettronica,Milan,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"Bernardini","sequence":"additional","affiliation":[{"name":"Politecnico di Milano,Informazione e Bioingegneria (DEIB),Dipartimento di Elettronica,Milan,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/00207217308938563"},{"volume-title":"Audio electronics","year":"1998","author":"Hood","key":"ref2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/9781119991298.ch12"},{"article-title":"Real-time black-box modelling with recurrent neural networks","volume-title":"Proceedings of the 22nd International Conference on Digital Audio Effects (DAFx-19)","author":"Wright","key":"ref4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s13636-024-00347-5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1982.1163976"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2009.2033637"},{"key":"ref8","first-page":"272","article-title":"Modeling time-varying reactances using wave digital filters","volume-title":"Proceedings of the 21st International Conference on Digital Audio Effects","author":"Bogason"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1986.13458"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2019.2931759"},{"key":"ref11","first-page":"387","article-title":"Resolving wave digital filters with multiple\/multiport nonlinearities","volume-title":"Proceedings of the 18th International Conference on Digital Audio Effects (DAFx-15)","author":"Werner"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MCAS.2018.2872666"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2009.2033306"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2012.2224340"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCS.2015.7203989"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/EUSIPCO.2015.7362466"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2016.2573119"},{"key":"ref18","first-page":"279","article-title":"Resolving grouped nonlinearities in wave digital filters using iterative techniques","volume-title":"Proceedings of the 19th International Conference on Digital Audio Effects (DAFX-16)","author":"Olsen"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s00034-019-01331-7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MWSCAS47672.2021.9531789"},{"key":"ref21","first-page":"2","article-title":"Emulating diode circuits with differentiable wave digital filters","volume-title":"Proceedings of the 19th Sound and Music Computing Conference (SMC)","author":"Chowdhury"},{"key":"ref22","first-page":"153","article-title":"Neural net tube models for wave digital filters","volume-title":"Proceedings of the 25th International Conference on Digital Audio Effects (DAFx20in22)","author":"Darabundit"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1186\/s13636-023-00277-8"},{"key":"ref24","first-page":"172","article-title":"Explicit vector wave digital filter modeling of circuits with a single bipolar junction transistor","volume-title":"Proceedings of the 26th International Conference on Digital Audio Effects (DAFx23)","author":"Massi"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2018.2837912"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2018.2867508"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2008.2001801"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2020.3044002"},{"volume-title":"Deep Learning","year":"2016","author":"Goodfellow","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01316"},{"article-title":"Potentiometer law modelling and identification for application in physics-based virtual analogue circuits","volume-title":"Proceedings of the 22nd International Conference on Digital Audio Effects (DAFx-19)","author":"Holmes","key":"ref31"},{"key":"ref32","article-title":"Q. Bipolar Transistor"},{"key":"ref33","article-title":"PyTorch: An imperative style, high-performance deep learning library","volume":"32","author":"Paszke","year":"2019","journal-title":"Advances in neural information processing systems"},{"article-title":"On the variance of the adaptive learning rate and beyond","volume-title":"Proceedings of the 8th International Conference on Learning Representations (ICLR 2020)","author":"Liu","key":"ref34"}],"event":{"name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","start":{"date-parts":[[2025,5,25]]},"location":"London, United Kingdom","end":{"date-parts":[[2025,5,28]]}},"container-title":["2025 IEEE International Symposium on Circuits and Systems (ISCAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11043142\/11042930\/11043816.pdf?arnumber=11043816","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T17:36:20Z","timestamp":1752687380000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11043816\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,25]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/iscas56072.2025.11043816","relation":{},"subject":[],"published":{"date-parts":[[2025,5,25]]}}}