Titlebook: Smart Technologies, Systems and Applications; Second International Fabián R. Narváez,Julio Proa?o,Gloria M. Díaz Conference proceedings 202

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Diego Acu?a-Escobar,Monserrate Intriago-Pazmi?o,Julio Ibarra-Fiallo

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Félix Melchor Santos López,Edgar Luis Cáceres Angulo,Jhon Manuel Portella Delgado,Eulogio Guillermo

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Lightweight Convolutional Neural Networks Framework for Really Small TinyML Devicescrocontrollers. A review of similar open source libraries is included and experiments are developed to compare their capabilities on several different microcontrollers. The proposed framework implementation shows at least a three-time improvement over the Google Tensorflow Lite Micro implementation with respect to memory usage and inference time.

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Conference proceedings 2022dor, in December 2021.?Due to the COVID-19 pandemic the conference was held in a hybrid format.?.The 29 full papers along with 1 short paper presented were carefully reviewed and selected from 104 submissions.?The papers of this volume are organized in topical sections on smart technologies; smart systems; smart trends and applications..

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Smart Technologies, Systems and Applications978-3-030-99170-8Series ISSN 1865-0929 Series E-ISSN 1865-0937

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