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http://dx.doi.org/10.30693/SMJ.2022.11.2.63

Application Scenario of Integrated Development Environment for Autonomous IoT Applications based on Neuromorphic Architecture  

Park, Jisu (한남대학교 정보통신공학과)
Kim, Seoyeon (인하대학교 인간중심컴퓨팅연구소)
Kim, Hoinam (한남대학교 정보통신공학과)
Jeong, Jaehyeok (로빈 ICT)
Kim, Kyeongsoo (한남대학교 정보통신공학과)
Jung, Jinman (인하대학교 컴퓨터공학과)
Yun, Young-Sun (한남대학교 정보통신공학과)
Publication Information
Smart Media Journal / v.11, no.2, 2022 , pp. 63-69 More about this Journal
Abstract
As the use of various IoT devices increases, the importance of IoT platforms is also rising. Recently, artificial intelligence technology is being combined with IoT devices, and research applying a neuromorphic architecture to IoT devices with low power is also increasing. In this paper, an application scenario is proposed based on NA-IDE (Neuromorphic Architecture-based autonomous IoT application integrated development environment) with IoT devices and FPGA devices in a GUI format. The proposed scenario connects a camera module to an IoT device, collects MNIST dataset images online, recognizes the collected images through a neuromorphic board, and displays the recognition results through a device module connected to other IoT devices. If the neuromorphic architecture is applied to many IoT devices and used for various application services, the autonomous IoT application integrated development environment based on the neuromorphic architecture is expected to emerge as a core technology leading the 4th industrial revolution.
Keywords
IoT Applications; Neuromorphic Architecture-IDE; Application Scenario based on NA-IDE;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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