{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:53:17Z","timestamp":1740102797949,"version":"3.37.3"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,3,11]],"date-time":"2024-03-11T00:00:00Z","timestamp":1710115200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,3,11]],"date-time":"2024-03-11T00:00:00Z","timestamp":1710115200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002347","name":"Bundesministerium f\u00fcr Bildung und Forschung (BMBF)","doi-asserted-by":"publisher","award":["16KISK221"],"award-info":[{"award-number":["16KISK221"]}],"id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,3,11]]},"DOI":"10.1109\/percom59722.2024.10494450","type":"proceedings-article","created":{"date-parts":[[2024,4,11]],"date-time":"2024-04-11T18:48:03Z","timestamp":1712861283000},"page":"18-24","source":"Crossref","is-referenced-by-count":1,"title":["End-to-End Multi-Modal Tiny-CNN for Cardiovascular Monitoring on Sensor Patches"],"prefix":"10.1109","author":[{"given":"Mustafa Fuad","family":"Rifet Ibrahim","sequence":"first","affiliation":[{"name":"NXP Semiconductors,Eindhoven,The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tunc","family":"Alkanat","sequence":"additional","affiliation":[{"name":"NXP Semiconductors,Eindhoven,The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maurice","family":"Meijer","sequence":"additional","affiliation":[{"name":"NXP Semiconductors,Eindhoven,The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander","family":"Schlaefer","sequence":"additional","affiliation":[{"name":"Institute of Medical Technology and Intelligent Systems, Hamburg University of Technology,Hamburg,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peer","family":"Stelldinger","sequence":"additional","affiliation":[{"name":"Hamburg University of Applied Sciences,Department of Computer Science,Hamburg,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Global heart & circulatory diseases factsheet","volume-title":"British Heart Foundation","year":"2024","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM200007063430103"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCULATIONAHA.106.621417"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2020.103801"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/e23060667"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3389\/fcvm.2022.1009821"},{"key":"ref7","first-page":"100","article-title":"Automatic classification of periodic heart sounds using convolutional neural network","volume":"5","author":"Low","year":"2018","journal-title":"World Academy Science Engineering and Technology, International Journal of Electrical and Computer Engineering"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS51556.2021.9401093"},{"key":"ref9","article-title":"Handwritten digit recognition with a back-propagation network","volume":"2","author":"LeCun","year":"1989","journal-title":"Advances in neural information processing systems"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2968900"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102474"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/app122211762"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"625","DOI":"10.22489\/CinC.2016.183-214","article-title":"Using deep gated rnn with a convolutional front end for end-to-end classification of heart sound","volume-title":"2016 Computing in Cardiology Conference (CinC)","author":"Thomae","year":"2016"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1088\/0967-3334\/37\/12\/2181"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00140"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1201\/9780429428357"},{"key":"ref20","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"},{"key":"ref21","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017","journal-title":"arXiv preprint"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00286"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2019.2945114"},{"volume-title":"Ethos-u55","year":"2023","key":"ref24"},{"volume-title":"Arm ethos-u npu application development overview version 5.0","year":"2023","key":"ref25"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC.2014.6757323"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"volume-title":"Improving language understanding by generative pre-training","year":"2018","author":"Radford","key":"ref28"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966039"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00619-1"}],"event":{"name":"2024 IEEE International Conference on Pervasive Computing and Communications (PerCom)","start":{"date-parts":[[2024,3,11]]},"location":"Biarritz, France","end":{"date-parts":[[2024,3,15]]}},"container-title":["2024 IEEE International Conference on Pervasive Computing and Communications (PerCom)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10494413\/10494416\/10494450.pdf?arnumber=10494450","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,12]],"date-time":"2024-04-12T17:25:55Z","timestamp":1712942755000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10494450\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,11]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/percom59722.2024.10494450","relation":{},"subject":[],"published":{"date-parts":[[2024,3,11]]}}}