{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,23]],"date-time":"2025-10-23T17:14:33Z","timestamp":1761239673279,"version":"build-2065373602"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,27]]},"DOI":"10.1145\/3704413.3764472","type":"proceedings-article","created":{"date-parts":[[2025,10,23]],"date-time":"2025-10-23T17:08:23Z","timestamp":1761239303000},"page":"31-40","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["FlexRFML: Dynamic Neural Networks on FPGAs for Next-Generation Radio Spectrum Perception"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-2053-5268","authenticated-orcid":false,"given":"Francesco","family":"Pessia","sequence":"first","affiliation":[{"name":"Northeastern University, Boston, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3307-2953","authenticated-orcid":false,"given":"Sazzad","family":"Sayyed","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4999-4507","authenticated-orcid":false,"given":"Francesco","family":"Restuccia","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,10,23]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3390\/s24185939"},{"key":"e_1_3_2_1_2_1","unstructured":"Analog Devices Incorporated. 2018. AD9361 RF Agile Transceiver Data Sheet. http:\/\/www.analog.com\/media\/en\/technical-documentation\/data-sheets\/AD9361.pdf."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/s19010126"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM57271.2023.00022"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO56248.2022.00094"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.49"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3530775"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Mohammad Farhadi Mehdi Ghasemi and Yezhou Yang. 2019. A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA. (2019). arXiv:1909.05653 [cs.CV]","DOI":"10.1109\/HPEC.2019.8916237"},{"key":"e_1_3_2_1_9_1","unstructured":"Federal Communications Commission (FCC). [n. d.]. Spectrum Crunch. https:\/\/www.fcc.gov\/general\/spectrum-crunch."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2939314"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3117837"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2019.101913"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/IoTDI61053.2024.00014"},{"key":"e_1_3_2_1_14_1","first-page":"18661","article-title":"Supervised Contrastive Learning","volume":"33","author":"Khosla Prannay","year":"2020","unstructured":"Prannay Khosla, Piotr Teterwak, Chen Wang, Aaron Sarna, Yonglong Tian, Phillip Isola, Aaron Maschinot, Ce Liu, and Dilip Krishnan. 2020. Supervised Contrastive Learning. Advances in Neural Information Processing Systems 33 (2020), 18661\u201318673. https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2020\/file\/d89a66c7c80a29b1bdbab0f2a1a94af8-Paper.pdf","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_15_1","volume-title":"Mateus Beck Rutzig, Jeronimo Castrillon, and Antonio Carlos Schneider Beck.","author":"Korol Guilherme","year":"2023","unstructured":"Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, and Antonio Carlos Schneider Beck. 2023. Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs. (2023), 1\u20136."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2018.00034"},{"key":"e_1_3_2_1_17_1","unstructured":"Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li and Xiaojun Chang. 2021. Dynamic Slimmable Network. (2021) 8607\u20138617."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/232974.232992"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9322561"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2797022"},{"key":"e_1_3_2_1_21_1","volume-title":"Christopher Kanan, and Stefan Wermter.","author":"Parisi German I","year":"2019","unstructured":"German I Parisi, Ronald Kemker, Jose L Part, Christopher Kanan, and Stefan Wermter. 2019. Continual Lifelong Learning with Neural Networks: A Review. Neural networks 113 (2019), 54\u201371."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3492345"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3323679.3326503"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737459"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000243"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155461"},{"volume-title":"Embedded Linux Development with Yocto Project","author":"Salvador Otavio","key":"e_1_3_2_1_27_1","unstructured":"Otavio Salvador and Daiane Angolini. 2014. Embedded Linux Development with Yocto Project. Packt Publishing Ltd."},{"key":"e_1_3_2_1_28_1","volume-title":"Faster and Accurate Neural Networks with Semantic Inference. arXiv preprint arXiv:2310.01259","author":"Sayyed Sazzad","year":"2023","unstructured":"Sazzad Sayyed, Jonathan Ashdown, and Francesco Restuccia. 2023. Faster and Accurate Neural Networks with Semantic Inference. arXiv preprint arXiv:2310.01259 (2023)."},{"key":"e_1_3_2_1_29_1","volume-title":"Very Deep Convolutional Networks for Large-Scale Image Recognition. arXiv preprint arXiv:1409.1556","author":"Simonyan Karen","year":"2014","unstructured":"Karen Simonyan and Andrew Zisserman. 2014. Very Deep Convolutional Networks for Large-Scale Image Recognition. arXiv preprint arXiv:1409.1556 (2014)."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488764"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM52122.2024.10621332"},{"key":"e_1_3_2_1_32_1","volume-title":"URL http:\/\/www.xilinx.com\/support\/documentation\/ip_documentation\/ug761 axi reference guide. pdf","author":"Xilinx AXI","year":"2011","unstructured":"AXI Xilinx. 2011. Reference Guide, UG761 (v13. 1). URL http:\/\/www.xilinx.com\/support\/documentation\/ip_documentation\/ug761 axi reference guide. pdf (2011)."}],"event":{"name":"MobiHoc '25: Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing"],"location":"Rice University Houston TX USA","acronym":"MobiHoc '25"},"container-title":["Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3704413.3764472","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,23]],"date-time":"2025-10-23T17:08:31Z","timestamp":1761239311000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3704413.3764472"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,23]]},"references-count":32,"alternative-id":["10.1145\/3704413.3764472","10.1145\/3704413"],"URL":"https:\/\/doi.org\/10.1145\/3704413.3764472","relation":{},"subject":[],"published":{"date-parts":[[2025,10,23]]},"assertion":[{"value":"2025-10-23","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}