{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T08:56:36Z","timestamp":1743065796012,"version":"3.40.3"},"publisher-location":"Wiesbaden","reference-count":12,"publisher":"Springer Fachmedien Wiesbaden","isbn-type":[{"type":"print","value":"9783658416560"},{"type":"electronic","value":"9783658416577"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-658-41657-7_32","type":"book-chapter","created":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T07:02:48Z","timestamp":1685602968000},"page":"141-146","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Compact Convolutional Transformers on Edge TPUs"],"prefix":"10.1007","author":[{"given":"Yipeng","family":"Sun","sequence":"first","affiliation":[]},{"given":"Andreas M.","family":"Kist","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,6,2]]},"reference":[{"key":"32_CR1","doi-asserted-by":"crossref","unstructured":"Cao K, Liu Y, Meng G, Sun Q. An overview on edge computing research. IEEE access. 2020;8:85714\u201328.","DOI":"10.1109\/ACCESS.2020.2991734"},{"key":"32_CR2","doi-asserted-by":"crossref","unstructured":"Dong P, Ning Z, Obaidat MS, Jiang X, Guo Y, Hu X et al. Edge computing based healthcare systems: enabling decentralized health monitoring in internet of medical things. IEEE Network. 2020;34(5):254\u201361.","DOI":"10.1109\/MNET.011.1900636"},{"key":"32_CR3","unstructured":"Sun Y, Kist AM. Deep learning on edge TPUs. 2021."},{"key":"32_CR4","unstructured":"Dosovitskiy A, Beyer L, Kolesnikov A, Weissenborn D, Zhai X, Unterthiner T et al. An image is worth 16x16 words: transformers for image recognition at scale. arXiv preprint arXiv:2010.11929. 2020."},{"key":"32_CR5","unstructured":"Hassani A, Walton S, Shah N, Abuduweili A, Li J, Shi H. Escaping the big data paradigm with compact transformers. arXiv preprint arXiv:2104.05704. 2021."},{"key":"32_CR6","unstructured":"Howard AG, Zhu M, Chen B, Kalenichenko D, Wang W, Weyand T et al. Mobilenets: efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861. 2017."},{"key":"32_CR7","doi-asserted-by":"crossref","unstructured":"Valanarasu JMJ, Patel VM. UNeXt: MLP-based rapid medical image segmentation network. arXiv preprint arXiv:2203.04967. 2022.","DOI":"10.1007\/978-3-031-16443-9_3"},{"key":"32_CR8","unstructured":"Zagoruyko S, Komodakis N. Paying more attention to attention: improving the performance of convolutional neural networks via attention transfer. arXiv preprint arXiv:1612.03928. 2016."},{"key":"32_CR9","unstructured":"apolanco3225. Medical MNIST classification. https:\/\/github.com\/apolanco3225\/Medical-MNIST-Classification. 2017."},{"key":"32_CR10","doi-asserted-by":"crossref","unstructured":"Kermany DS, Goldbaum M, Cai W, Valentim CC, Liang H, Baxter SL et al. Identifying medical diagnoses and treatable diseases by image-based deep learning. Cell. 2018;172(5):1122\u201331.","DOI":"10.1016\/j.cell.2018.02.010"},{"key":"32_CR11","doi-asserted-by":"crossref","unstructured":"Al-Dhabyani W, Gomaa M, Khaled H, Fahmy A. Dataset of breast ultrasound images. Data Brief. 2020;28:104863.","DOI":"10.1016\/j.dib.2019.104863"},{"key":"32_CR12","doi-asserted-by":"crossref","unstructured":"Selvaraju RR, Cogswell M, Das A, Vedantam R, Parikh D, Batra D. Grad-cam: visual explanations from deep networks via gradient-based localization. Proceedings of the IEEE international conference on computer vision. 2017:618\u201326.","DOI":"10.1109\/ICCV.2017.74"}],"container-title":["Informatik aktuell","Bildverarbeitung f\u00fcr die Medizin 2023"],"original-title":[],"language":"de","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-658-41657-7_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,5]],"date-time":"2024-02-05T10:04:43Z","timestamp":1707127483000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-658-41657-7_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783658416560","9783658416577"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-658-41657-7_32","relation":{},"ISSN":["1431-472X","2628-8958"],"issn-type":[{"type":"print","value":"1431-472X"},{"type":"electronic","value":"2628-8958"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"2 June 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BVM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"BVM Workshop","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Braunschweig","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Deutschland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 July 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 July 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bvm2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.bvm-workshop.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}