Computer · 2018 · 135 citations · 10 references
ComputingComputer ScienceEmbedded SystemsInternet Of ThingsMachine LearningDeep LearningIot ArchitectureIot Embedded SystemsIot Energy ManagementIot SensorsMobile Internet Of ThingsDeep Learning For IotMachine Learning For IotMobile Iot Applications
How can the advantages of deep learning be brought to the emerging world of embedded IoT devices? The authors discuss several core challenges in embedded and mobile deep learning, as well as recent solutions demonstrating the feasibility of building IoT applications that are powered by effective, efficient, and reliable deep learning models.
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Allan Stisen, Henrik Blunck, Sourav Bhattacharya et al. · 2015 · 696 citations
Shuochao Yao, Shaohan Hu, Yiran Zhao et al. · 2017 · 656 citations · Full text