Department of Electrical Engineering

Projects

Projects per year 2015 2015 2016 2017 2018 2019 2020 2021 2022 2023 2026

• 5 Not started
• 24 Active
• 333 Finished

Projects per year

Search results

• Finished

  Reconfigurable Deep Neural Network Techniques for Supervised Learning(3/3)

  Li, J.-F. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • In-memory Computing 100%
  • Computer Architecture 75%
  • Supervised Learning 50%
  • Reconfigurable 50%
  • Deep Neural Network 50%

• Robustness and Reliability Enhancement Techniques for Deep Neural Network Systems(3/3)

  Li, J.-F. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • In-memory Computing 100%
  • Computer Architecture 75%
  • Neural Network System 50%
  • Robustness Enhancement 50%
  • Enhancement Techniques 50%

• Machine Learning Based Negative-Bias Temperature Instability (Nbti) Detection and Mitigation for Heterogeneous Multi-Core Systems(2/2)

  Chen, Y.-G. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Negative Bias Temperature Instability 100%
  • Concept Design 66%
  • Wake-up 66%
  • Strategy Concept 66%
  • Sleep Transistor 66%

• 類表面電漿之時-空間色散工程於高頻雷達系統之整合應用(1/2)

  Ou Yang, L.-Y. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Ground Wave 100%
  • Equivalent Circuit Extraction 100%
  • Effective Isotropic Radiated Power 100%
  • THz Applications 100%
  • Millimeter-wave Package 100%

• Human Pose Estimation and Action Recognition System on Reconfigurable Dnn(3/3)

  Tsai, T.-H. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • 3D Skeleton 100%
  • Fall Detection System 100%
  • Systems-based 100%
  • Deep Learning Methods 100%
  • Recognition System 100%

• 微型化多頻帶微波元件設計(1/2)

  Lin, Y.-S. (PI)

  1/08/21 → 31/07/22

  Project: Research

• 以直接/間接腦波人機介面為基礎之中風病人復健輔具系統-總計畫暨子計畫一：生物電磁刺激裝置開發與肌電輔具系統(1/3)

  Lee, P.-L. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Holo-Hilbert Spectral Analysis 100%
  • Amplitude Modulation 85%
  • Spectral Analysis 58%
  • Canonical Correlation Analysis 50%
  • Auditory Steady-state Response 50%

• 使用異質整合積體電路技術之下世代毫米波通訊收發機研究(1/3)

  Chang, H.-Y. (PI)

  1/08/21 → 31/07/22

  Project: Research

• 智慧型多層微電網電力調節研究與場域建置(1/2)

  Lin, F.-J. (PI)

  1/07/21 → 31/05/22

  Project: Research

  • Microgrid 100%
  • Intelligent Controller 55%
  • Load Shedding 35%
  • Fuzzy Neural Network 35%
  • Photovoltaic System 30%

• SAR 雷達回波頻域(Frequency Domain)數位處理架構

  Tsai, P.-Y. (PI)

  25/06/21 → 24/12/21

  Project: Research

  • Configurable Hardware 100%
  • Secondary Range Compression 100%
  • Range Cell Migration Correction 100%
  • Synthetic Aperture Radar Imaging 100%
  • Radar Frequency 100%

• 高密度高效能半導體之關鍵元件與智慧架構開發(1/2)

  Li, J.-F. (PI)

  1/05/21 → 31/07/22

  Project: Research

  • High Performance 100%
  • Artificial Intelligence 100%
  • In-memory 63%
  • High Density 36%
  • Technology Development 36%

• Chinese Knowledge Base Construction and Applications for Medical Healthcare Domain(3/3)

  Lee, L.-H. (PI)

  1/05/21 → 31/07/22

  Project: Research

  • Bidirectional Encoder Representations From Transformers 100%
  • Valence-arousal 80%
  • Evaluating Performance 80%
  • Grammatical Error Detection 80%
  • Error Detection 80%

• SAR雷達回波快速解算技術研發

  Tsai, P.-Y. (PI)

  9/02/21 → 8/10/21

  Project: Research

  • Secondary Range Compression 100%
  • Range Cell Migration Correction 100%
  • Azimuth Compression 100%
  • Range Compression 100%
  • Data Compression 100%

• 仿生運算於AI晶片之開發與應用：建構通用型類神經網路技術平台與異質晶片整合於圖片辨識之應用(2/3)

  Hsieh, E.-R. (PI)

  1/02/21 → 31/01/22

  Project: Research

  • Non-volatile Memory 100%
  • Nonvolatile Memory 100%
  • Resistive Gate 66%
  • Resistive 66%
  • Conductance 44%

• 手腕穿戴式裝置之血壓與血液脈波流速估測以及其應用

  Tsai, P.-Y. (PI)

  1/01/21 → 31/12/22

  Project: Research

  • PPG Signal 100%
  • Wave Velocity 100%
  • Wrist 60%
  • Wearable Sensor 50%
  • Continuous Measurement 50%

• 智慧型照護互動系統-視障人士的智慧夥伴(4/4)

  Wang, W.-J. (PI)

  1/01/21 → 31/12/21

  Project: Research

  • Human Motion Recognition 100%
  • Motion Recognition Algorithm 100%
  • Depth Sensor 100%
  • Motion Trajectory 100%
  • Projection-based 100%

• 應用於居家照護之智慧型互動平台-應用於醫療場域及居家照護之智慧型互動平台-以人工智慧為核心之腦波人機介面開發(4/4)

  Shyu, K.-K. (PI)

  1/01/21 → 31/12/21

  Project: Research

  • Brain-computer Interface 100%
  • Artificial Intelligence 50%
  • Head-mounted Device 50%
  • Bihemispheric 50%
  • Randomized Sham-controlled Trial 50%

• 應用腦訊號與臉部表情影像於華人與俄羅斯人之非語言溝通方式研究(1/3)

  Lee, P.-L. (PI)

  1/01/21 → 31/12/21

  Project: Research

  • Electroencephalography 100%
  • Intrinsic Mode Function 100%
  • Communication Games 60%
  • Nonverbal 60%
  • Amplitude Modulated 60%

• 計算機概論 I線上課程製作及程式自動評量系統建置計畫

  Chen, Y.-G. (PI)

  1/01/21 → 31/12/21

  Project: Research

• Dsp-Based High-Performance Synchronous Reluctance Motor Drive System(3/3)

  Lin, F.-J. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Drive System 100%
  • Motor Drive 88%
  • Reluctance Motor 84%
  • Power Factor 67%
  • Current Angle 67%

• Development of Ingaas Single Photon Avalanche Diode for Quantum Technology

  Lee, Y.-S. (PI)

  1/08/20 → 31/10/21

  Project: Research

  • Single Photon Avalanche Diode 100%
  • Quantum Technologies 50%
  • InGaAs 50%
  • High Efficiency 50%
  • Electric Field (E-field) 50%

• Epitaxial Growth and Characterization of Balgainn Hetrostructures(3/3)

  Chyi, J.-I. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Heterojunction 100%
  • Energy Level Alignment 75%
  • H-boron Nitride 75%
  • Epitaxial Growth 75%
  • Boron Nitride 75%

• Van Der Waals Epitaxy of Gan for Electronic Device Applications(2/3)

  Chyi, J.-I. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Si Substrate 100%
  • Van Der Waals Epitaxy 100%
  • Electronic Devices 100%
  • Device Application 100%
  • Aluminum Nitride 100%

• Human Pose Estimation and Action Recognition System on Reconfigurable Dnn(2/3)

  Tsai, T.-H. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Classification Basis 100%
  • Lightweight Neural Network 100%
  • Data Augmentation 100%
  • Wafer Map Classification 100%
  • Electrocardiogram Compression 100%

• Synthesis and Optimization Techniques for Wdf-Based Analog Circuit Emulators(3/3)

  Jou, J.-Y. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Circuit Emulation 100%
  • Analog Circuits 100%
  • Synthesis Methods 100%
  • Optimization Techniques 100%
  • Analog Circuit 100%

• An Academic Exploration on Interpreting the Yield and Randomness for Wafer Map Analysis

  Chen, J.-E. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Wafer Map 100%
  • Map Analysis 100%
  • Defects 100%
  • Non-visual Defects 40%
  • Visual Cycle 40%

• Design of Millimeter-Wave Circularly-Polarized Antenna Array with Aperture-Coupled Feed for Axial-Ratio Bandwidth Enhancement

  Chiu, T.-C. (PI)

  1/08/20 → 31/10/21

  Project: Research

  • Circularly Polarized Antenna Array 100%
  • Aperture Coupled Feed 100%
  • Axial Ratio Bandwidth 100%
  • Bandwidth Enhancement 100%
  • Millimeter Wave 100%

• Reconfigurable Deep Neural Network Techniques for Supervised Learning(2/3)

  Li, J.-F. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Deep Neural Network 100%
  • In-memory Computing 50%
  • Static Random Access Memory 50%
  • 8T SRAM 50%
  • Error Correction Codes 50%

• Analysis and Applications of Spoof Surface Plasmon for High Frequency Radar Systems

  Ou Yang, L.-Y. (PI)

  1/08/20 → 31/10/21

  Project: Research

  • Ground Wave 100%
  • Spoof Surface Plasmons 100%
  • Radar System 100%
  • High-frequency Radar 100%
  • Surface Plasmon 100%

• Development of Monitoring and Protection System for Ac Microgrid Compatible with Iec Power Quality Standards(3/3)

  Chen, C.-I. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Microgrid 100%
  • Voltage Regulation 93%
  • Recurrent Fuzzy Wavelet Neural Network (RFWNN) 80%
  • Energy Storage Equipment 80%
  • Power Generation 80%

• Chip Design and Implementation of High Enerigy-Efficiency Reconfigurable Neuromorphic Computing for Deep Learning Appications

  Shiue, M.-T. (PI)

  1/08/20 → 30/09/21

  Project: Research

  • Neuromorphic Computing 100%
  • Artificial Intelligence 100%
  • Reconfigurable 100%
  • Chip Design 100%
  • Deep Learning 100%

• Research on Power Amplifiers and Transmitter with Wide Signal Bandwidth, High Linearity, and Low Memory Effect for 5g Small Cell Applications(1/3)

  Chiou, H.-K. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Power Amplifier 100%
  • Circuit Power 66%
  • X-band 66%
  • Monolithic Microwave Integrated Circuit 66%
  • Ultra-compact 66%

• Intelligent Rehabilitation Aid System on Stroke Patients--Subproject I: Development of Biomedical Circuits

  Lee, P.-L. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Holo-Hilbert Spectral Analysis 100%
  • Amplitude Modulation 85%
  • Brain-computer Interface 75%
  • Computer Interface 75%
  • Spectral Analysis 58%

• Antenna-Integrated Millimeter-Wave Identification Tag Chips for Miniature Wireless Sensors

  Fu, J.-S. (PI)

  1/08/20 → 31/10/21

  Project: Research

  • Phase Shifter 100%
  • Magnetically Coupled 100%
  • Phase Shifters 100%
  • Antenna 50%
  • Quadrature All-pass Filter 50%

• Reconfigurable Deep Neural Network Techniques for Reinforcement Learning(2/3)

  Tsai, P.-Y. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Reinforcement Learning 100%
  • Reconfigurable 100%
  • Deep Neural Network 100%
  • Neural Network Method 100%
  • Edge Devices 50%

• Robustness and Reliability Enhancement Techniques for Deep Neural Network Systems(2/3)

  Li, J.-F. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Deep Neural Network 100%
  • Neural Network System 75%
  • In-memory Computing 50%
  • Static Random Access Memory 50%
  • 8T SRAM 50%

• Machine Learning Based Negative-Bias Temperature Instability (Nbti) Detection and Mitigation for Heterogeneous Multi-Core Systems(1/2)

  Chen, Y.-G. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Convolutional Neural Network 100%
  • Neural Network 99%
  • Accelerator Design 74%
  • Instability Detection 74%
  • Reconfigurable Accelerator 74%

• Miniaturized and Dual-Band Six-Port Networks and Their Applications

  Lin, Y.-S. (PI)

  1/08/20 → 31/10/21

  Project: Research

  • Six-port Network 100%
  • Dual-band 100%
  • Port Network 100%
  • Wideband 75%
  • Six-port Receiver 50%

• Intelligent High-Performance Interior Permanent Magnet Synchronous Motor Drive System(1/3)

  Lin, F.-J. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Interior Permanent Magnet Synchronous Motor Drives 100%
  • Permanent Magnet Synchronous Motor 100%
  • Motor Drive 100%
  • Light Rail Vehicle 66%
  • Intelligent Control 66%

• 通訊應用矽晶光電同調收發模組之研 究(3/4)

  Shi, J.-W. (PI)

  1/08/20 → 31/07/21

  Project: Research

• Development of Advanced Microwave and Millimeter-Wave Frontend Integrated Circuits for Radiometer in Cubesats

  Chang, H.-Y. (PI)

  1/08/20 → 31/10/21

  Project: Research

  • Integrated Circuits 100%
  • CubeSat 100%
  • Millimeter Wave 100%
  • Radiometer 100%
  • Integrated Circuit 100%

• Wafer Defect Detection Assistance System Based on Lightweight Neural Network

  Tsai, T.-H. (PI)

  1/06/20 → 31/05/21

  Project: Research

  • Wafer Defect Detection 100%
  • Assistance System 100%
  • Lightweight Neural Network 100%
  • Systems-based 100%
  • Wafer Map 100%

• Chinese Knowledge Base Construction and Applications for Medical Healthcare Domain(2/3)

  Lee, L.-H. (PI)

  1/05/20 → 30/04/21

  Project: Research

  • Transformer 100%
  • Convolutional Neural Network 88%
  • Convolutional Long Short-term Memory (ConvLSTM) 75%
  • Bidirectional Long Short-Term Memory Network 73%
  • Grammatical Error Detection 66%

• 建立聯結體預測模型於缺血性中風附件之評估與預後

  Tsai, J.-Z. (PI)

  1/04/20 → 31/03/22

  Project: Research

  • Stroke Patients 100%
  • Apoplexy 100%
  • Rehabilitation Engineering 83%
  • Rehabilitation Strategies 66%
  • Connectome-based Predictive Modeling 33%

• Developments and Applications of AI chip by Neuromorphic Computing: Construction of General Neuron-Network Technology Platform and Hetero-Integration of AI Chip in Recognition of Images(1/3)

  Hsieh, E.-R. (PI)

  1/02/20 → 31/01/21

  Project: Research

  • 3-bits 100%
  • Nonvolatile Memory 70%
  • Non-volatile Memory 70%
  • Hafnium Oxynitride 66%
  • Storage Capability 66%

• Research of High-Performance Operation and Power Conditiong in Ac Microgrid( II )

  Lin, F.-J. (PI)

  1/01/20 → 31/03/21

  Project: Research

  • Recurrent Fuzzy Wavelet Neural Network (RFWNN) 100%
  • Recurrent 91%
  • Grid Fault 50%
  • Low Voltage Ride-through 50%
  • Fuzzy Control 50%

• The Intelligent Parter of the Blind( III )

  Wang, W.-J. (PI)

  1/01/20 → 31/12/20

  Project: Research

  • Deep Neural Network 100%
  • Network Architecture 80%
  • Neural Network 53%
  • Convolutional Neural Network 53%
  • Experimental Result 46%

• Topical Problems of Smart Grids: Comparable Studies for the Conditions of Russia and Taiwan( III )

  Lin, F.-J. (PI)

  1/01/20 → 31/12/20

  Project: Research

• Develop Deep Learning Techniques for Next Generation beyond Gigabit Ethernet Transceiver( I )

  Shiue, M.-T. (PI)

  1/01/20 → 31/12/20

  Project: Research

  • Gigabit Ethernet Transceiver 100%
  • Tomlinson-Harashima Precoder 100%
  • Deep Learning Methods 100%
  • Gigabit Ethernet 100%
  • Precoders 100%

• Intelligent Interactive Platform with Applications to Healthcare and Home Care – Development of Artificial Intelligence – Based Brain Computer Interface( III )

  Shyu, K.-K. (PI)

  1/01/20 → 31/12/20

  Project: Research