{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T17:33:05Z","timestamp":1778347985895,"version":"3.51.4"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T00:00:00Z","timestamp":1664150400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T00:00:00Z","timestamp":1664150400000},"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":[[2022,9,26]]},"DOI":"10.1109\/lcn53696.2022.9843735","type":"proceedings-article","created":{"date-parts":[[2022,8,26]],"date-time":"2022-08-26T19:43:27Z","timestamp":1661543007000},"page":"1-8","source":"Crossref","is-referenced-by-count":5,"title":["MicroTL: Transfer Learning on Low-Power IoT Devices"],"prefix":"10.1109","author":[{"given":"Christos","family":"Profentzas","sequence":"first","affiliation":[{"name":"Chalmers University of Technology,Gothenburg,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Magnus","family":"Almgren","sequence":"additional","affiliation":[{"name":"Chalmers University of Technology,Gothenburg,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Olaf","family":"Landsiedel","sequence":"additional","affiliation":[{"name":"Kiel University, Germany Chalmers University of Technology,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.07.098"},{"key":"ref10","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37682-5_1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00286"},{"key":"ref13","article-title":"Learning multiple layers of features from tiny images","author":"krizhevsky","year":"2009","journal-title":"University of Toronto Tech Rep"},{"key":"ref14","article-title":"Cmsis-nn: Efficient neural network kernels for arm cortex-m cpus","author":"lai","year":"2018"},{"key":"ref15","article-title":"Extremely low bit neural network: Squeeze the last bit out with admm","author":"leng","year":"2017"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SEC.2016.38"},{"key":"ref17","article-title":"Pruning filters for efficient convnets","author":"li","year":"2016"},{"key":"ref18","article-title":"Mcunet: Tiny deep learning on iot devices","author":"lin","year":"2020","journal-title":"Advances in Neural Information Processing Systems NeurIPS"},{"key":"ref19","article-title":"Up or down? Adaptive rounding for post-training quantization","author":"nagel","year":"2020","journal-title":"Proceedings of the 37th International Conference on Machine Learning"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01237-3_23"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.574"},{"key":"ref27","article-title":"Tensorflow methods","year":"2021"},{"key":"ref3","article-title":"Class incremental learning with few-shots based on linear programming for hyperspectral image classification","author":"bai","year":"2020","journal-title":"IEEE Transactions on Cybernetics"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9413158"},{"key":"ref29","article-title":"Improving neural network quantization without retraining using outlier channel splitting","author":"zhao","year":"2019","journal-title":"Proceedings of the 36th International Conference on Machine Learning"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP.2019.00043"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00038"},{"key":"ref7","article-title":"Tensorflow lite micro: Embedded machine learning on tinyml systems","author":"david","year":"2021"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3450268.3458855"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3044930"},{"key":"ref1","article-title":"A public domain dataset for human activity recognition using smartphones","author":"anguita","year":"2013","journal-title":"European Symposium on Artificial Neural Networks (ESANN)"},{"key":"ref20","article-title":"Nordic Semiconductor technical documentation","year":"2019"},{"key":"ref22","article-title":"Efficient neural architecture search via parameters sharing","author":"pham","year":"2018","journal-title":"Proceedings of the 35th International Conference on Machine Learning"},{"key":"ref21","article-title":"Automatic differentiation in pytorch","author":"paszke","year":"2017","journal-title":"Conference on Neural Information Processing Systems (NIPS)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3458473.3458823"},{"key":"ref23","article-title":"Nordic Semiconductorpower profiler kit","year":"2019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00131"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00049"}],"event":{"name":"2022 IEEE 47th Conference on Local Computer Networks (LCN)","location":"Edmonton, AB, Canada","start":{"date-parts":[[2022,9,26]]},"end":{"date-parts":[[2022,9,29]]}},"container-title":["2022 IEEE 47th Conference on Local Computer Networks (LCN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9843189\/9843201\/09843735.pdf?arnumber=9843735","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,28]],"date-time":"2022-11-28T20:14:02Z","timestamp":1669666442000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9843735\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,26]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/lcn53696.2022.9843735","relation":{},"subject":[],"published":{"date-parts":[[2022,9,26]]}}}