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Seungtae Hong
Department
On-Device System Software Research Section
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논문 검색결과
Type Year Title Cited Download
Conference
2025 Design of a Precipitation Prediction System Using MCU-Based TensorFlow Lite Micro   이동찬   대한전자공학회 학술 대회 (하계) 2025, pp.1-2
Conference
2025 Lightweight Embedded AI for Sound Detection in Defense Applications   박형태   한국군사과학기술학회 종합 학술 대회 2025, pp.1-2
Journal
2025 Automated deep‐learning model optimization framework for microcontrollers   Seungtae Hong   ETRI Journal, v.47, no.2, pp.179-192 1
Conference
2024 Comparison of Neural Network Partitioning Methods for Memory Efficiency and Inference Time Optimization   신아영   대한임베디드공학회 학술 대회 (추계) 2024, pp.37-39
Conference
2024 Audio Classification on Low-Resource Microcontrollers   Hyungtae Park   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1332-1333 0
Conference
2024 Data-Driven Analysis of Patch Inference Efficiency on Memory-Constrained Devices   Gunju Park   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.680-682 0
Conference
2024 Optimizing Memory Scheduling for Efficient Image Patch Inference on Resource-Constrained Devices   Seungtae Hong   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.677-679 0
Journal
2024 Dual-Core-Based Microcontrollers Inference Design and Performance Analysis   Dongchan Lee   IEEE Access, v.12, pp.120326-120336 0
Conference
2023 Comparison study of inference libraries for deep learning inference in Microcontroller unit   박형태   한국군사과학기술학회 종합 학술 대회 (추계) 2023, pp.855-856
Conference
2023 Implementation and Optimization Methods for a CNN Inference System on an STM32 MCU-Based Board   박건주   대한임베디드공학회 학술 대회 (추계) 2023, pp.286-288
Conference
2023 Image Classification on Resource-Constrained Microcontrollers   Seungtae Hong   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1453-1455 1
Conference
2023 Deep Learning on MCUs: Comparative Analysis of Compile and Interpreter based Execution Methods   Gunju Park   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1338-1340 0
Conference
2023 Resource-constrained microcontroller-based Image classifier design and implementation   박형태   대한전자공학회 학술 대회 (하계) 2023, pp.1186-1190
Conference
2022 Lightweight Object Recognizer for Edge Devices   Seungtae Hong   International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1729-1731 0
Journal
2021 CitiusSynapse: A Deep Learning Framework for Embedded Systems   Seungtae Hong   Applied Sciences, v.11, no.23, pp.1-22 1
Conference
2019 Dynamic ROI-based Object Recognizer in Embedded Systems   홍승태   대한임베디드공학회 학술 대회 (추계) 2019, pp.141-144