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By embedding intelligence directly at or near the sensing device, practical problems have been tackled in areas of human activity recognition, smart agriculture, structural health monitoring, personalized health management, and many others. This special session will explore theoretical and practical advancements in near-sensor computation,\u003Cbr>emphasizing innovative applications and technical breakthroughs. The session will focus on the following areas (but not limited to):\u003C/p>\u003Cul>\u003Cli style=\"text-align:justify;\">Design, development, optimization and deployment of intelligent lightweight algorithms in resource-constrained devices (MCUs, FPGAs, etc.).\u003C/li>\u003Cli style=\"text-align:justify;\">Novel real-world applications of near-sensor computation in diverse fields.\u003C/li>\u003Cli style=\"text-align:justify;\">Software tools for facilitating the development and deployment of resource-constrained devices.\u003C/li>\u003Cli style=\"text-align:justify;\">On-device training/learning.\u003C/li>\u003Cli style=\"text-align:justify;\">The integration of near- and in-sensor computing into other technologies (edge computing, IoT, embedded systems, etc.).\u003C/li>\u003Cli style=\"text-align:justify;\">Challenges and future directions in near- and in-sensor computation.\u003C/li>\u003C/ul>",{"id":28,"__component":734,"componentVariation":735,"styles":16,"header":16,"contactGroup":736},"content.contacts","Contacts Flex Card Image Cover",[737],{"id":161,"groupTitle":738,"contacts":739},"Session Organizers",[740,749,758,766],{"id":741,"contact":742},23,{"id":327,"name":743,"committee":16,"position":16,"affiliation":16,"email":16,"biography":744,"createdAt":745,"updatedAt":745,"url_path_id":746,"contactPhoto":16,"socialLinks":747,"url_path":748},"Luciano Sebastián Martínez-Rau","\u003Cp style=\"text-align:justify;\">Dr. Luciano Sebastián Martínez-Rau received the Ph.D. degree in Engineering Science from National University of the Littoral, Argentina in 2022. 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His research interests include ultrasonic and electromagnetic nondestructive testing techniques, advanced sensing and intelligent inspection, SHM, and signal processing methods. He has authored and co-authored over 240 papers, 40 patents and 4 books. He was recognized among the world’s top 2% of scientists for 2024.\u003C/p>","2025-01-28T00:02:47.957Z","74",[],"-44",{"data":775,"meta":781},{"id":274,"heading":721,"createdAt":776,"updatedAt":777,"publishedAt":778,"url_path_id":779,"url_path":780,"contentType":118},"2025-01-28T00:51:55.752Z","2025-01-28T00:59:07.852Z","2025-01-28T00:52:44.120Z","89","/special-session/special-session-2",{},1778853381645]