발행물
컨퍼런스
IEEE ICCE-Asia 2020
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Segmented Polynomial Approximation for Controlled System Characteristic Estimation on Lightweight Edge Device
HPC-Asia 2021
2021
Toward Data-Adaptable TinyML using Model Partial Replacement for Resource Frugal Edge Device
IEEE ISOCC 2022
Lightweighted AI-based Inference Unit using Deterministic Randomness Compenstation Techniques for Long-Term ADC Resolution Enhancement
IEEE ISPACS 2022
Neural Network-based Approximate Quality Prediction for Parameter Exploration in Industrial Manufacturing
ACM International Conference on Embeeded Software (EMSOFT 2023)
2023
Efficient Partial Weight Update Techniques for Lightweight On-Device Learning on Tiny Flash-Embedded MCUs