電機工程學系

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  SAR雷達回波解算法移植至含HBM平臺研發

  Tsai, P.

  14/01/22 → 13/07/22

  研究計畫: Research

  • Data storage equipment 100%
  • Bandwidth 82%
  • Fast Fourier transforms 62%
  • Field programmable gate arrays (FPGA) 53%
  • Imaging techniques 50%

• 近紅外單光子雪崩偵測器陣列開發與量子光學應用

  Lee, Y.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Avalanche diodes 100%
  • avalanche diodes 75%
  • Photons 71%
  • multiplication 61%
  • Timing jitter 44%

• 應用於5G小型基地站寬信號頻寬高線性度低記憶效應之功率放大器與發射機研究(2/3)

  Chiou, H.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Transmitters 100%
  • Power amplifiers 88%
  • Data storage equipment 45%
  • Printed circuit boards 29%
  • Bandwidth 28%

• 互聯微電網之最佳化電力調度與智慧型控制技術開發

  Chen, C.

  1/08/21 → 31/07/22

  研究計畫: 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-子計畫二：人工智慧腦波辨識及電路實現(1/3)

  Shyu, K.

  1/08/21 → 31/07/22

  研究計畫: Research

• 凡德瓦磊晶成長氮化鎵與其在電子元件之應用(3/3)

  Chyi, J.

  1/08/21 → 31/07/22

  研究計畫: Research

  • costs 100%
  • epitaxy 87%
  • thermal expansion 76%
  • electronics 68%
  • artificial intelligence 63%

• 晶圓簽署：在晶圓圖分析中，一個可解釋良率、隨機性和顯著性的自動報告系統

  Chen, J.

  1/08/21 → 31/07/22

  研究計畫: Research

• 智慧型高效能內藏式永磁同步馬達驅動系統(2/3)

  Lin, F.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Fuzzy neural networks 100%
  • Synchronous motors 72%
  • Permanent magnets 63%
  • Recurrent neural networks 44%
  • Torque 42%

• 高性能同步磁阻馬達之智慧型廣域速度驅動系統(1/3)

  Lin, F.

  1/08/21 → 31/07/22

  研究計畫: Research

• 微型化多頻帶微波元件設計(1/2)

  Lin, Y.

  1/08/21 → 31/07/22

  研究計畫: Research

• 應用於人體姿勢辨識與機器人之可重組深度神經網路引擎－子計畫二：應用於強化式學習之可重組深度神經網路技術(3/3)

  Tsai, P.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Reinforcement learning 100%
  • Deep neural networks 64%
  • Particle accelerators 33%
  • Intelligent computing 25%
  • Reconfigurable architectures 22%

• 鎂矽鍺錫/二氧化矽奈米複合熱電塊材及模組(2/3)

  Hsin, C.

  1/08/21 → 31/07/22

  研究計畫: Research

  • thermoelectric materials 100%
  • requirements 60%
  • modules 54%
  • nanowires 35%
  • engineering 32%

• 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.

  1/08/21 → 31/07/22

  研究計畫: Research

• 應用於人體姿勢辨識與機器人之可重組深度神經網路引擎－子計畫四：應用可重組深度神經網路技術之姿勢與行為辨識系統(3/3)

  Tsai, T.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Deep learning 100%
  • Gestures 72%
  • Neural networks 67%
  • Gesture recognition 65%
  • Psychology Recognition 49%

• 深度神經網路系統之強健性與可靠性增強技術(3/3)

  Li, J.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Static random access storage 100%
  • Deep neural networks 87%
  • Data storage equipment 54%
  • Inference engines 49%
  • Testing 46%

• 具強健性之人臉辨識系統

  Wang, W.

  1/08/21 → 31/07/22

  研究計畫: Research

• 人工智慧在前瞻電子設計自動化技術的應用(II)-子計畫三：用機器學習進行負偏壓溫度不穩定性於異構多核心系統之偵測與減緩(2/2)

  Chen, Y.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Negative bias temperature instability 100%
  • Aging of materials 39%
  • Machine learning 29%
  • Learning algorithms 16%
  • Integrated circuit design 12%

• 56/28Gb/s雙模式高速串列收發器之關鍵技術設計與實現(2/3)

  Cheng, K.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Transceivers 100%
  • Clocks 56%
  • Equalizers 28%
  • Data communication systems 23%
  • Transmitters 22%

• 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.

  1/08/21 → 31/07/22

  研究計畫: Research

• 以CDIO為基礎之PBL電力量測與儀表實踐教學策略學習成效研究

  Chen, C.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Power quality 100%
  • Teaching 67%
  • Problem-Based Learning 59%
  • Power electronics 24%
  • Power generation 21%

• 應用於人體姿勢辨識與機器人之可重組深度神經網路引擎－總計畫暨子計畫一： 應用於監督式學習之可重組深度神經網路技術(1/3)(3/3)

  Li, J.

  1/08/21 → 31/07/22

  研究計畫: Research

  • Static random access storage 100%
  • Deep neural networks 87%
  • Data storage equipment 54%
  • Supervised learning 47%
  • Testing 46%

• 晶圓瑕疵偵測技術開發計畫

  Chen, J.

  1/07/21 → 30/06/22

  研究計畫: Research

  • Feature extraction 100%
  • Engineers 45%

• 智慧型多層微電網電力調節研究與場域建置(1/2)

  Lin, F.

  1/07/21 → 31/05/22

  研究計畫: Research

• SAR 雷達回波頻域(Frequency Domain)數位處理架構

  Tsai, P.

  25/06/21 → 24/12/21

  研究計畫: Research

  • Synthetic aperture radar 100%
  • Radar imaging 55%
  • Computer hardware 53%
  • Digital signal processing 46%
  • Particle accelerators 46%

• 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.

  1/05/21 → 31/07/22

  研究計畫: Research

• 中文醫療健康照護知識庫建置與應用(3/3)

  Lee, L.

  1/05/21 → 31/07/22

  研究計畫: Research

  • Computer Neural Networks 100%
  • Short-term Memory 97%
  • Support Vector Machine 93%
  • Medical Texts 92%
  • Datasets 90%

• SAR雷達回波快速解算技術研發

  Tsai, P.

  9/02/21 → 8/10/21

  研究計畫: Research

  • Radar imaging 100%
  • Synthetic aperture radar 89%
  • Data compression 89%
  • Particle accelerators 82%
  • Computer hardware 47%

• 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.

  1/02/21 → 31/01/22

  研究計畫: Research

• 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.

  1/01/21 → 31/12/21

  研究計畫: Research

• 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.

  1/01/21 → 31/12/21

  研究計畫: Research

  • Brain-Computer Interfaces 100%
  • Bioelectric potentials 95%
  • Visual Evoked Potentials 88%
  • Brain computer interface 84%
  • Artificial intelligence 64%

• 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.

  1/01/21 → 31/12/21

  研究計畫: Research

• 智慧型照護互動系統-視障人士的智慧夥伴(4/4)

  Wang, W.

  1/01/21 → 31/12/21

  研究計畫: Research

  • trajectory planning 100%
  • Voronoi diagrams 91%
  • Robots 73%
  • robots 70%
  • Motion planning 54%

• 類表面電漿於高頻雷達系統之分析與應用

  Ou Yang, L.

  1/08/20 → 31/10/21

  研究計畫: Research

  • Radar 100%
  • Surface plasmons 99%
  • Wave interference 22%
  • Radar antennas 21%
  • Antennas 19%

• 人工智慧在前瞻電子設計自動化技術的應用(II)-子計畫三：用機器學習進行負偏壓溫度不穩定性於異構多核心系統之偵測與減緩(1/2)

  Chen, Y.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Negative bias temperature instability 100%
  • Aging of materials 39%
  • Machine learning 29%
  • Learning algorithms 16%
  • Integrated circuit design 12%

• 應用於人體姿勢辨識與機器人之可重組深度神經網路引擎－子計畫二：應用於強化式學習之可重組深度神經網路技術(2/3)

  Tsai, P.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Reinforcement learning 100%
  • Deep neural networks 64%
  • Particle accelerators 33%
  • Intelligent computing 25%
  • Reconfigurable architectures 22%

• 通訊應用矽晶光電同調收發模組之研 究(3/4)

  Shi, J.

  1/08/20 → 31/07/21

  研究計畫: Research

• 智慧型中風病人復健輔具系統開發-總計畫暨子計畫一：應用電路開發

  Lee, P.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Brain computer interface 100%
  • Brain-Computer Interfaces 95%
  • Bioelectric potentials 90%
  • Visual Evoked Potentials 84%
  • Patient rehabilitation 65%

• 晶圓圖分析的良率和隨機性的理論探索

  Chen, J.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Defects 100%
  • Semiconductor materials 18%

• 應用於人體姿勢辨識與機器人之可重組深度神經網路引擎－總計畫暨子計畫一： 應用於監督式學習之可重組深度神經網路技術(1/3)(2/3)

  Li, J.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Error Correction 100%
  • Deep neural networks 94%
  • Hybrid Systems 90%
  • Data storage equipment 79%
  • Neural Networks 77%

• 適用於深度學習應用之高能源效率可重組仿神經形態運算晶片設計與製作

  Shiue, M.

  1/08/20 → 30/09/21

  研究計畫: Research

  • Deep learning 100%
  • Digital circuits 82%
  • Electrocardiography 73%
  • Speech recognition 70%
  • Neurons 68%

• 應用於量子技術之砷化銦鎵單光子雪崩偵測器元件開發

  Lee, Y.

  1/08/20 → 31/10/21

  研究計畫: Research

  • Avalanche diodes 100%
  • Photons 71%
  • avalanche diodes 37%
  • multiplication 30%
  • Timing jitter 25%

• 應用於微型無線感測器之天線整合毫米波辨識標籤晶片

  Fu, J.

  1/08/20 → 31/10/21

  研究計畫: Research

  • All-pass filters 100%
  • Inductor 97%
  • Phase shifters 79%
  • quadratures 69%
  • Millimeter waves 66%

• 六埠網路之微型化、寬頻化、與雙頻化技術及其應用

  Lin, Y.

  1/08/20 → 31/10/21

  研究計畫: Research

  • Direction of arrival 100%
  • Computer program listings 82%
  • Radar 72%
  • Bandwidth 56%
  • Networks (circuits) 49%

• 鎂矽鍺錫/二氧化矽奈米複合熱電塊材及模組(1/3)

  Hsin, C.

  1/08/20 → 31/07/21

  研究計畫: Research

  • thermoelectric materials 100%
  • requirements 60%
  • modules 54%
  • nanowires 35%
  • engineering 32%

• 應用於5G小型基地站寬信號頻寬高線性度低記憶效應之功率放大器與發射機研究(1/3)

  Chiou, H.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Power amplifiers 100%
  • Monolithic microwave integrated circuits 83%
  • Transmitters 30%
  • High electron mobility transistors 21%
  • Data storage equipment 14%

• 毫米波圓極化串聯式天線陣列：利用地面孔徑耦合以優化軸比頻?之設計

  Chiu, T.

  1/08/20 → 31/10/21

  研究計畫: Research

  • Bandwidth 100%
  • Microstrip antennas 61%
  • Antenna arrays 60%
  • Radiation 50%
  • Acoustic impedance 46%

• 符合IEC電力品質標準之交流微電網監測與保護系統開發(3/3)

  Chen, C.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Microgrid 100%
  • Energy Management 99%
  • Energy Storage 89%
  • Fuzzy Neural Network 84%
  • Microgrids 74%

• 應用於人體姿勢辨識與機器人之可重組深度神經網路引擎－子計畫四：應用可重組深度神經網路技術之姿勢與行為辨識系統(2/3)

  Tsai, T.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Electrocardiography 100%
  • Semiconductor 77%
  • wafers 76%
  • Industry 74%
  • Convolution 66%

• 以數位訊號處理器為基礎之高效能同步磁阻馬達驅動系統(3/3)

  Lin, F.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Synchronous motors 100%
  • Reluctance motors 64%
  • Fuzzy neural networks 46%
  • Permanent Magnet Synchronous Motor 39%
  • Permanent magnets 38%

• 深度神經網路系統之強健性與可靠性增強技術(2/3)

  Li, J.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Error Correction 100%
  • Deep neural networks 94%
  • Hybrid Systems 90%
  • Data storage equipment 79%
  • Neural Networks 77%