電機工程學系

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  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%

• 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%

• 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%

• 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

• 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%

• 凡德瓦磊晶成長氮化鎵與其在電子元件之應用(2/3)

  Chyi, J.

  1/08/20 → 31/07/21

  研究計畫: Research

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

• 應用於立方衛星輻射計之先進微波及毫米波前端積體電路開發

  Chang, H.

  1/08/20 → 31/10/21

  研究計畫: Research

  • Integrated circuits 100%
  • Radiometers 96%
  • Millimeter waves 59%
  • Small satellites 57%
  • Foundries 27%

• 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%

• 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%

• 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%

• 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%

• 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%

• 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%

• 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%

• 氮化硼鋁鎵銦異質結構磊晶與特性研究(3/3)

  Chyi, J.

  1/08/20 → 31/07/21

  研究計畫: Research

  • boron nitrides 100%
  • nitrides 43%
  • Taiwan 22%
  • p-type semiconductors 20%
  • data bases 19%

• 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%

• 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%

• 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%

• 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%

• 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%

• 以波動數位瀘波器為基礎之類比電路仿真器的合成與最佳化技術(3/3)

  Jou, J.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Analog circuits 100%
  • Digital filters 73%
  • Signal systems 47%
  • Digital circuits 32%
  • Computer hardware 11%

• 56/28Gb/s雙模式高速串列收發器之關鍵技術設計與實現(1/3)

  Cheng, K.

  1/08/20 → 31/07/21

  研究計畫: Research

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

• 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%

• 智慧型高效能內藏式永磁同步馬達驅動系統(1/3)

  Lin, F.

  1/08/20 → 31/07/21

  研究計畫: Research

  • Permanent Magnet Synchronous Motor 100%
  • Intelligent Control 94%
  • Synchronous motors 79%
  • Permanent magnets 68%
  • Supercapacitor 64%

• 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%

• 輕量型神經網路晶圓缺陷偵測輔助系統

  Tsai, T.

  1/06/20 → 31/05/21

  研究計畫: Research

  • Neural networks 100%
  • Defects 75%
  • Integrated circuit design 67%
  • Data visualization 62%
  • Deep learning 49%

• 中文醫療健康照護知識庫建置與應用(2/3)

  Lee, L.

  1/05/20 → 30/04/21

  研究計畫: Research

  • CNN 100%
  • Error detection 77%
  • Natural language processing systems 43%
  • Long short-term memory 41%
  • Electromagnetic compatibility 39%

• 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(1/3)

  Hsieh, E.

  1/02/20 → 31/01/21

  研究計畫: Research

  • FinFET 100%
  • Neurons 30%
  • RRAM 18%
  • Chemical activation 17%
  • Electrodes 14%

• 考量老化現象之低功耗設計可靠度分析及優化策略(3/3)

  Chen, Y.

  1/01/20 → 31/10/20

  研究計畫: Research

  • Negative bias temperature instability 100%
  • Integrated circuits 85%
  • Integrated circuit design 57%
  • Aging of materials 55%
  • Machine learning 51%

• 研發應用於下世代BeyondGigabit乙太網路傳收機之深度學習技術(IC設計)(1/3)

  Shiue, M.

  1/01/20 → 31/12/20

  研究計畫: Research

  • Ethernet 100%
  • Bandwidth 76%
  • Transceivers 69%
  • Deep learning 43%
  • Networks (circuits) 40%

• 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(3/4)

  Shyu, K.

  1/01/20 → 31/12/20

  研究計畫: Research

• 智慧電網技術領域問題探討：台俄智慧電網技術之比較與研究(3/3)

  Lin, F.

  1/01/20 → 31/12/20

  研究計畫: Research

• 高效能交流微電網運轉與電力調節研究(2/2)

  Lin, F.

  1/01/20 → 31/03/21

  研究計畫: Research

  • Fuzzy neural networks 100%
  • Fuzzy Neural Network 72%
  • Microgrid 69%
  • Reactive power 46%
  • Controller 44%

• 智慧型照護互動系統-視障人士的智慧夥伴(3/4)

  Wang, W.

  1/01/20 → 31/12/20

  研究計畫: Research

  • Pattern Recognition 100%
  • Network architecture 86%
  • Deep neural networks 81%
  • streets 56%
  • semantics 54%

• 用於400/800 Gbit/sec 乙太網路的高速、高效率的光偵測器

  Shi, J.

  1/11/19 → 31/10/20

  研究計畫: Research

  • Photodetectors 100%
  • Optical receivers 54%
  • Lenses 39%
  • Ethernet 29%
  • Photodiodes 24%

• 結合雲端穿戴式訓練裝置之腦波人機介面－總計畫兼子計畫二：戴式腦波人機介面輔具運算電路與雲端建置(3/3)

  Lee, P.

  1/08/19 → 31/07/20

  研究計畫: Research

• 氮化硼鋁鎵銦異質結構磊晶與特性研究(2/3)

  Chyi, J.

  1/08/19 → 31/07/20

  研究計畫: Research

  • boron nitrides 100%
  • nitrides 43%
  • Taiwan 22%
  • p-type semiconductors 20%
  • data bases 19%

• 發展以聽覺生理與類神經網路為基礎之人工電子耳聲音處理策略及其對 中文語音辨識效果之研究─模擬與臨床評估

  Wu, C.

  1/08/19 → 31/07/20

  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(1/3)

  Chyi, J.

  1/08/19 → 31/07/20

  研究計畫: Research

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

• 具低電壓穿越能力之單級智慧型太陽能光電系統(3/3)

  Lin, F.

  1/08/19 → 31/07/20

  研究計畫: Research

  • Fuzzy neural networks 100%
  • Membership functions 89%
  • Electric power systems 72%
  • Compensation and Redress 65%
  • Low pass filters 31%

• 通訊應用矽晶光電同調收發模組之研究－通訊應用矽晶光電同調收發模組之研究(2/4)

  Shi, J.

  1/08/19 → 31/10/20

  研究計畫: Research

  • Surface emitting lasers 100%
  • Dissipation 76%
  • Temperature control 68%
  • Simulation 44%
  • Silicon 36%

• 應用氮化鎵製程於X頻段小型脈波雷達發射機之研製(3/3)

  Chiou, H.

  1/08/19 → 31/07/20

  研究計畫: Research

  • Phase noise 100%
  • Conversion efficiency 97%
  • Electric inductors 58%
  • Resistors 45%
  • Electric potential 24%

• 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(2/3)

  Lin, F.

  1/08/19 → 31/07/20

  研究計畫: Research

  • Synchronous motors 100%
  • Reluctance motors 82%
  • Fuzzy neural networks 61%
  • Backstepping 37%
  • Recurrent neural networks 35%

• 超小型多頻帶微波被動元件

  Lin, Y.

  1/08/19 → 31/10/20

  研究計畫: Research

  • coils 100%
  • impedance matching 69%
  • division 53%
  • couplers 53%
  • Microwaves 49%