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Ongoing Projects
NSTC 2025.08 - 2028.07 (Project PI)
Multicore Module Architecture and Data Synchronization Technique Development for Stochastic Spike Language Model (SSLM) (114-2221-E-A49-170-MY3)
MOE 2025.04 - 2026.06 (Project PI)
Network on Chip (NoC) design and implementation for high-speed computing
MOE 2025.04 - 2026.03 (Project PI)
Mobile Platform Application Processor Design and HAPS Prototyping Verification
MOE 2024.07 - 2025.06 (Project PI)
Multi-core RISC-V Cache Coherence Introduction and Implementation
NSTC 2024.05 - 2026.04 (Project PI)
Thermal- and Performance-aware Hight Flexible Interconnection Network Design for High Performance LLM Computing (NSTC 113-2640-E-A49-005)
NSTC 2022.08 - 2025.07 (Project PI)
Tensor Architectures and Systems Design for the Rotary Machinery Health Prediction and Management (NSTC 111-2628-E-110-011-MY3)
Project Demonstrations
Motor Faults Diagnosis by Using NoC-based DNN Chip
Wireless smart machine box for industrial IoT fault detection and notification
Embedded Complex Faults Diagnosis Mechanism for the Future Smart Motor System in Industry 4.0
Online Bearing Fault Detection in Motor System
Gear Fault Diagnosis AIoT System
RUL estimation in a mini-factory
Low-complex geological analysis system with spectral AI-sonar
Chip Gallery
All-Digital Temperature Sensor Design by using Single Delay Line and Novel Pulse Shrinking Technique
All-Digital Temperature Sensor Design by using Single Delay Line and Novel Pulse Shrinking Technique
Technology: TSMC 90nm CMOS
Chip size: 0.0016 mm^2
Power: 798 mW
Max. frequency: 5 MHz
Year: 2019
Low-complex geological analysis system with spectral Al-sonar
Low-complex geological analysis system with spectral Al-sonar
Technology: TSMC 40nm CMOS
Chip size: 1.56 mm^2
Power: 25.5 mW
Max. frequency: 100 MHz
Year: 2021
NoC-based DNN accelerator
NoC-based DNN accelerator
Technology: TSMC 40nm CMOS
Chip size: 0.84 mm^2
Power: 10.4 mW
Max. frequency: 105 MHz
Year: 2023
Past Projects
ITRI 2024.04 - 2025.01 (Project PI)
NoC Accelerator Simulator Design and Low-power Data Transmission Protocol, Movement, and Reuse Method
ITRI 2024.07 - 2024.12 (Project PI)
High-Precision AI Recognition Model for Nucleic Acid Sequencing from Fluorescent Signals
NSTC 2021.08 - 2024.07 (Project PI) - 2024 NSTC Project Execution Achievement Award
High-Flexible and High-Computing Reliable Neural Network on Chip Design (NSTC 110-2221-E-110 -026 -MY3)
NSTC 2021.08 - 2024.07 (Project Co-PI)
Development of Intelligent Signal Processing Technology and IC Designs for Massive Machinery Anomaly Detection (NSTC 110-2221-E-002-184-MY3)
ITRI 2023.04 - 2024.03 (Project PI)
IPC Image Computing Calibration Module Software and Hardware Integration Design Service
MOE 2022.04 - 2024.03 (Project PI)
Information Security and Protection Design on MPSoC
STINT 2020.03 - 2023.03 (Project Co-PI)
MuRP: A Multi-purpose Reconfigurable Platform for Neural Network Computing (collaborate with Dr. Masoumeh Ebrahimi, KTH Royal Institute of Technology, Sweden, and Prof. Le-Tian Huang, University of Electronic Science and Technology, China)
MOE 2021.07 - 2023.03 (Project PI)
Introduction and Implementation of AI Accelerator
MOST 2020.08 - 2021.10 (Project PI)
Thermal-Aware Adaptable Neural Turing System Architecture Design with Reliable Computing (MOST 109-2221-E-110 -062)
China Steel Corporation 2020.02 - 2021.03 (Project PI)
Optimal Decision Model for Alloy Feeding (N109022)
MOE 2017.11 - 2020.03 (Project PI)
Embedded Intelligent Machine Self-detection Platform Development
MOST 2018.05 - 2020.10 (Project PI)
Thermal-aware Network-on-Chip-based Programmable Machine Learning Processor Architecture Design (MOST 107-2218-E-110-010)(MOST 108-2218-E-110-010)
MOST 2018.05 - 2022.04 (Project Co-PI)
Positioning System Integration and Data Fusion for Autonomous Underwater Vehicles (MOST 107-2218-E-110 -006) (MOST 108-2218-E-110 -006)(MOST 109-2218-E-110 -009)(MOST 110-2218-E-110 -009)
MOST 2018.05 - 2022.04 (Project Co-PI)
Key Technology Development for Autonomous Underwater Vehicle with Artificial Intelligence (MOST 107-2218-E-110 -004) (MOST 108-2218-E-110 -004)(MOST 109-2218-E-110 -007)(MOST 110-2218-E-110 -007)
MOST 2017.08 - 2018.07 (Project PI)
High Energy Efficient Thermal-aware Software-Defined Neural Network (SDNN) Algorithm and Architecture Design for Underwater Image Enhancement (MOST 106-2221-E-110-077)
MOST 2017.08 - 2018.07 (Project Co-PI)
Unveiling the Secrets of Emerging Information Technologies: Sensing, Auto-driving, Artificial Intelligence and Big Data (MOST 106-2515-S-110 -003)
MOST 2015.08 - 2017.07 (Project PI)
Green Computing Architecture and Intelligent Thermal Management Unit Designs for Portable Multicore Computing Systems (MOST 104-2218-E-110-011-MY2)
MTK-NTU Center 2015.10 - 2016.12 (Project Co-PI)
Heterogeneous Multicore Platform Construction
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