AI資安組, 資訊組

朱紹儀Shao-I Chu - AI資安組, 資訊組

英文名字: Shao-I Chu
分  機: 15661
電子郵件: erwinchu@nkust.edu.tw
學  歷: 國立台灣大學電機工程博士
專  長: 計算機網路
通訊系統
編碼理論
FPGA演算法實作

 

Research Interests

  • Digital Circuit Design and FPGA Prototyping
  • DSP Algorithm and Architecture
  • Computer Networks and Communication Systems
  • Reinforcement Learning
  • Error Correcting Codes

 

Projects

  1. 隨機計算元件設計與應用(MOST 108-2637-E-992-010),主持人,2019/8/1~2020/7/31
  2. 區塊鏈在分級醫療病歷管理之應用(義大醫院智慧醫療中心委託案),主持人,2019/3/1~2020/2/29
  3. 無線感測網路下抗獨立攻擊與共謀之安全定位研究(MOST 106-2221-E-151 -002),主持人,2017/8/1~2018/8/31
  4. 物聯網輕量級認證協定設計與資料加密演算法實作(MOST 105-2221-E-151 -042 ),主持人,2016/8/1~2017/7/31
  5. 基於Android平台且具錯誤更正與隱私保護的雲端儲存系統之設計與實作(MOST 104-2221-E-151-020),主持人,2015/8/1~2016/7/31
  6. 以正交分頻多工為基礎之合作式感知無線電系統的資源分配方法設計,國立高雄應用科技大學「新進教師培育計畫」,主持人,2015
  7. 無線感測網路下抗攻擊與干擾的定位方法設計與系統實作(NSC102221-E-151-003),主持人,2013/8/1~2014/7/31
  8. 適合車載通訊且具能量效率之合作式通訊協定設計與效能分析(NSC101-2221-E-151-075),主持人,2012/8/1~2013/7/31
  9. 非侵入式皮膚訊號偵測與生理感知之研究 (義守大學校內產學計畫),子計畫主持人,2012/1/1~2012/12/31
  10. 結合噴泉碼之合作式通訊研究(NSC100-2221-E-214-049),主持人,2011/8/1~2012/7/31
  11. 智慧電子整合性人才培育計畫-智慧電子跨領域應用專題系列課程計畫(4C電子:感知無線電系統),協同主持人/聯絡人,2011/9/1~2013/1/31
  12. 網路通訊重點領域學程推廣計畫(網路理論與技術學程),授課教師,2011/9/1~2013/1/31
  13. 大專校院資訊軟體人才培育推廣計畫-雲端計算與服務,聯絡人,2010/10/1~2012/1/31
  14. 在萊斯衰落通道下合作式通訊之效能分析(義守大學校內計畫),主持人,2011/1/1~2011/12/31

 

Publications
* Journal: 

  1. Tu N. Nguyen, B.-H. Liu, S.-I Chu, D.-T. Do and T. D. Nguyen, “WRSNs: Toward an Efficient Scheduling for Mobile Chargers,” IEEE Sensors Journal, published online, 2020.2.
  2. S.-I Chu, “New Divider Design for Stochastic Computing,” IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 67, no. 1, pp.147-151, 2020.1.
  3. S. -I Chu, B.‐H. Liu and N.‐T. Nguyen, “Secure AF Relaying with Efficient Partial Relay Selection Scheme,” International Journal of Communication Systems, vol. 32, no. 15, 2019. 10.
  4. S.-I Chu, C.-E. Hsieh and Y.-J. Huang,“Design of FSM-based Function with Reduced Number of States in Integral Stochastic Computing,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 27, no. 6, pp. 1475-1479, 2019.6.
  5. N.‐T. Nguyen, B.‐H. Liu, S.‐I Chu and H.-Z. Weng,“Challenges, Designs, and Performances of a Distributed Algorithm for Minimum-Latency of Data-Aggregation in Multi-Channel WSNs,”IEEE Transactions on Network and Service Management, vol. 16, no. 1, pp. 192-205, 2019.3.
  6. S.-I Chu, “Secrecy Analysis of Modify-and-Forward Relaying with Relay Selection,” IEEE Transactions on Vehicular Technology, vol. 68, no. 2, pp. 1796-1809, 2019.2.
  7. S.-I Chu, “Secrecy Performance Analysis of AF Relaying with Relay Selection Scheme over Nakagami-m Fading Channels,” International Journal of Communication Systems, vol. 31, no. 14, 2018.9.
  8. N.‐T. Nguyen, M. C. Leu, S. Zeadally, B.‐H. Liu and S.‐I Chu,“Optimal solution for data collision avoidance in radio frequency identification networks,”Internet Technology Letters, vol. 1, no. 3, 2018.5.
  9. S.-I Chu, Y. J. Huang and W.-C. Lin, “Authentication Protocol Design and Low-Cost Key Encryption Function Implementation for Wireless Sensor Networks,” IEEE Systems Journal, vol. 11, no. 4, pp. 2718-2725, 2017.12.
  10. S.-I Chu, C.-Y. Lien and C.-L. Chiu, “Performance of Switching-based Partial Relay Selection Scheme for Amplify-and-Forward Cognitive Relay Networks,” IET Communications, vol. 10, no. 12, pp. 1480-1492, 2016.8.
  11. P.-Y. Chen, C.-C. Chen, W.-K. Yeh, Y. Chang, D.-C. Huang, S.-S. Yu, C.-S. Tsai, Y.-J. Huang, W.-C. Lin, S.-I Chu, C.-L. Pan, T.-H. Lin and S.-C. Liu, “Using Capacitance Sensor to Extract Characteristic Signals of Dozing from Skin Surface,” Journal of Sensors, vol. 2014, Article ID 238350, 7 pages, 2014.
  12. S.-I Chu, “SER and PER Performance of Packet Decode-and-Forward Relaying with Generalized Order Selection Combining,” IEEE Wireless Communications Letters, vol. 5, no. 3, pp. 449-452, 2014.10.
  13. Y.-R. Chien and S.-I Chu, “A Fast Converging Partial Update LMS Algorithm with Random Combining Strategy,” Circuits, Systems and Signal Processing, vol. 33, no. 6, pp. 1883-1898, 2014.6.
  14. S.-I Chu, H.-P. Lee, H.-C. Chang and W.-C. Lin, “On the Performance of Amplify-and-Forward Protocol with Generalized Order Selection Combining,” Transactions on Emerging Telecommunications Technologies (European Transactions on Telecommunications), vol. 25, no. 4, pp. 461-467, 2014.4.
  15. S.-I Chu, “Outage Probability and DMT Performance of Underlay Cognitive Networks with Incremental DF and AF Relaying over Nakagami-m Fading Channel,” IEEE Communications Letters, vol. 18, no. 1, pp. 62-65, 2014.1.
  16. H.-P. Lee, S.-I Chu and H.-C. Chang, “ Efficient Decoding of the (23, 12, 7) Golay Code up to Five Errors,” Information Sciences, vol. 253, pp. 170-178, 2013.12.
  17. S.-I Chu, W.-C. Lin, H.-P. Lee and H.-C. Chang, “Performance Analysis and Power Allocation for Decode-and-Forward Cooperative Communications over Rician Fading Channels,” Wireless Communications and Mobile Computing, vol. 13, no. 16, pp. 1464-1481, 2013.11.
  18. H.-P. Lee, H.-C. Chang and S.-I Chu, “Algebraic Decoding of the Binary Systematic (71, 36, 11) Quadratic Residue Code,” Journal of the Chinese Institute of Engineers, vol. 36, no. 3, pp. 399-404, 2013.
  19. H.-P. Lee, H.-C. Chang and S.-I Chu, “High-Speed Decoding of the Binary Golay Code,” Journal of Applied Research and Technology, vol. 11, no. 3, pp. 331-337, 2013.06.
  20. S.-I Chu, H.-C. Chang and H.-P. Lee, “Asymptotic Performance of Amplify-and-Forward Cooperative Diversity Networks with the Nth Best Relay over Rician Fading Channels,” European Transactions on Telecommunications, vol. 23, no. 4, pp. 327-333, 2012.6.
  21. S.-I Chu, “Performance of Amplify-and-Forward Cooperative Diversity Networks with Generalized Selection Combining over Nakagami-m Fading Channels,” IEEE Communications Letters, vol. 16, no. 5, 2012.5.
  22. S.-I Chu, “Comments on ‘On the Performance Analysis of Multirelay Cooperative Diversity Systems With Channel Estimation Errors’,” IEEE Transactions on Vehicular Technology, vol. 61, no. 2, pp.821-813, 2012.2.
  23. S.-I Chu, H.-P. Lee and H.-C. Chang, “Fast Decoding of the (23, 12, 7) Golay Code with Four-Error-Correcting Capability,” European Transactions on Telecommunications, vol. 22, no. 7, pp. 388-395, 2011.11.
  24. S.-I Chu, H.-C. Chang, H.-P. Lee, T.-C. Lin and W.-C. Lin, “Decoding of the (31, 16, 7) Quadratic Residue Code Up to Four Errors,” Journal of the Chinese Institute of Engineers, vol. 34, no. 2, pp. 1-8, 2011.7.
  25. S.-I Chu, “Performance of Amplify-and-Forward Cooperative Communications with the Nth Best-Relay Selection Scheme over Nakagami-m Fading Channels,” IEEE Communications Letters, vol. 15, no. 2, pp. 172-174, 2011.2.
  26. S.-I Chu, “Comments on ‘Performance Analysis of Amplify-and-Forward Opportunistic Relaying in Rician Fading’,” IEEE Signal Processing Letters, vol. 16, no. 2, pp. 142-143, 2011.2.
  27. T.-C. Lin, H.-P. Lee, H.-C. Chang, S.-I Chu and T.-K. Truong, “High Speed Decoding of the Binary (47, 24, 11) Quadratic Residue Code,” Information Sciences, vol. 180, no. 20, pp. 4060-4068, 2010.10.
  28. T.-C. Lin, H.-C. Chang, H.-P. Lee, S.-I Chu and T.-K. Truong, “Decoding of the (31, 16, 7) Quadratic Residue Code,” Journal of the Chinese Institute of Engineers, vol. 33, no. 4, pp. 573-580, 2010.6.
  29. S.-I Chu and S.-C. Chang, “Time-of-day Internet Access Management by Combining Empirical Data-based Pricing with Quota-based Priority Control,” IET Communications, vol. 1, no. 4, pp. 587-596, 2007.8.
  30. T.-C. Lin, Y. S. Sun, S.-C. Chang, S.-I Chu, Y.-T. Chou and M.-W. Li, “Management of Abusive and Unfair Internet Access by Quota-based Priority Control,” Computer Networks, vol. 44, no. 4, pp. 441-462, 2004.3.

* Conference (Since 2018~):

  1. S.-I Chu, C.-E. Hsieh, Y.-M. Lee and S. A. Salehi (2020, Jul). Enhanced Architecture for Computing Polynomials Using Unipolar Stochastic Logic. IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2020)(Full Paper), Limassol, Cyprus.
  2. S.-I Chu, Y.-M. Lee, C.-E. Hsieh, J.-H. Yen and Y.-J. Huang (2019, Oct). Stochastic Circuit Design of Image Contrast Stretching. 16th International SoC Design Conference (ISOCC 2019), JeJu, Korea.
  3. Y.-J Huang, M.-J. Li, W.-S. Jhong and S.-I Chu (2019, Oct). Reconfigurable Activation Functions for Neural Networks Application. 22nd Workshop on Synthesis and System Integration of Mixed Information Technology (SASIMI 2019), Kaohsiung, Taiwan.
  4. M.-J. Li, A.-H. Li, Y.-J. Huang and S.-I Chu (2019, Mar). Implementation of Deep Reinforcement Learning. The 2nd International Conference on Information Science and System (ICISS 2019), Tokyo, Japan.
  5. H.-B. Hu, H.-C. Chang, S.-I Chu, Y.-J. Huang and C.-H. Hsieh (2018, Aug). Hardware Implementation of Improved Goertzel Algorithm over Finite Fields. 2018 Taiwan and Japan Conference on Circuits and Systems (TJCAS 2018).
  6. M.-J. Li, Y.-J Huang, S.-I Chu, W.-S. Jhong and N.-T. Nguyen (2018, Aug). FPGA Implementation of Various Activation Functions for Deep Neural Networks. 2018 Taiwan and Japan Conference on Circuits and Systems (TJCAS 2018). (Best Student Presentation Award)
[1] 擔任中國電機工程師學會高雄分會第 19 屆學術組組長。
[2] Signal Processing and Communication Electronics(SPEC) in IEEE Communication Society, Technical Committee Member
[3] Reviewer of IEEE Journal on Selected Areas on Communications, IEEE Transactions on Wireless Communications,  IEEE Transactions on Communications, IEEE Transactions on Vehicular Technology, IEEE Transactions on VLSI, IEEE Systems Journal, IEEE Communications Letters, IEEE Wireless Communications Letters.
[4] 2017 行動計算研討會(Mobile Computing Workshop),海報論文展示評審。
[5] The 3rd International Conference on Green Technology and Sustainable Development (GTSD 2016),Session Chair。
[6] 2016 行動計算研討會(Mobile Computing Workshop),實作展示評審。

 

Research Interests

  • Digital Circuit Design and FPGA Prototyping

  • DSP Algorithm and Architecture

  • Computer Networks and Communication Systems

  • Reinforcement Learning

  • Error Correcting Codes

 

 

Projects

  1. 隨機計算元件設計與應用(MOST 108-2637-E-992-010),主持人,2019/8/1~2020/7/31

  2. 區塊鏈在分級醫療病歷管理之應用(義大醫院智慧醫療中心委託案),主持人,2019/3/1~2020/2/29

  3. 無線感測網路下抗獨立攻擊與共謀之安全定位研究(MOST 106-2221-E-151 -002),主持人,2017/8/1~2018/8/31

  4. 物聯網輕量級認證協定設計與資料加密演算法實作(MOST 105-2221-E-151 -042 ),主持人,2016/8/1~2017/7/31

  5. 基於Android平台且具錯誤更正與隱私保護的雲端儲存系統之設計與實作(MOST 104-2221-E-151-020),主持人,2015/8/1~2016/7/31

  6. 以正交分頻多工為基礎之合作式感知無線電系統的資源分配方法設計,國立高雄應用科技大學「新進教師培育計畫」,主持人,2015

  7. 無線感測網路下抗攻擊與干擾的定位方法設計與系統實作(NSC102221-E-151-003),主持人,2013/8/1~2014/7/31

  8. 適合車載通訊且具能量效率之合作式通訊協定設計與效能分析(NSC101-2221-E-151-075),主持人,2012/8/1~2013/7/31

  9. 非侵入式皮膚訊號偵測與生理感知之研究 (義守大學校內產學計畫),子計畫主持人,2012/1/1~2012/12/31

  10. 結合噴泉碼之合作式通訊研究(NSC100-2221-E-214-049),主持人,2011/8/1~2012/7/31

  11. 智慧電子整合性人才培育計畫-智慧電子跨領域應用專題系列課程計畫(4C電子:感知無線電系統),協同主持人/聯絡人,2011/9/1~2013/1/31

  12. 網路通訊重點領域學程推廣計畫(網路理論與技術學程),授課教師,2011/9/1~2013/1/31

  13. 大專校院資訊軟體人才培育推廣計畫-雲端計算與服務,聯絡人,2010/10/1~2012/1/31

  14. 在萊斯衰落通道下合作式通訊之效能分析(義守大學校內計畫),主持人,2011/1/1~2011/12/31

 

Publications
* Journal: 

  1. Tu N. Nguyen, B.-H. Liu, S.-I Chu, D.-T. Do and T. D. Nguyen, “WRSNs: Toward an Efficient Scheduling for Mobile Chargers,” IEEE Sensors Journal, published online, 2020.2.
  2. S.-I Chu, “New Divider Design for Stochastic Computing,” IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 67, no. 1, pp.147-151, 2020.1.
  3. S. -I Chu, B.‐H. Liu and N.‐T. Nguyen, “Secure AF Relaying with Efficient Partial Relay Selection Scheme,” International Journal of Communication Systems, vol. 32, no. 15, 2019. 10.
  4. S.-I Chu, C.-E. Hsieh and Y.-J. Huang,“Design of FSM-based Function with Reduced Number of States in Integral Stochastic Computing,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 27, no. 6, pp. 1475-1479, 2019.6.
  5. N.‐T. Nguyen, B.‐H. Liu, S.‐I Chu and H.-Z. Weng,“Challenges, Designs, and Performances of a Distributed Algorithm for Minimum-Latency of Data-Aggregation in Multi-Channel WSNs,”IEEE Transactions on Network and Service Management, vol. 16, no. 1, pp. 192-205, 2019.3.
  6. S.-I Chu, “Secrecy Analysis of Modify-and-Forward Relaying with Relay Selection,” IEEE Transactions on Vehicular Technology, vol. 68, no. 2, pp. 1796-1809, 2019.2.
  7. S.-I Chu, “Secrecy Performance Analysis of AF Relaying with Relay Selection Scheme over Nakagami-m Fading Channels,” International Journal of Communication Systems, vol. 31, no. 14, 2018.9.
  8. N.‐T. Nguyen, M. C. Leu, S. Zeadally, B.‐H. Liu and S.‐I Chu,“Optimal solution for data collision avoidance in radio frequency identification networks,”Internet Technology Letters, vol. 1, no. 3, 2018.5.
  9. S.-I Chu, Y. J. Huang and W.-C. Lin, “Authentication Protocol Design and Low-Cost Key Encryption Function Implementation for Wireless Sensor Networks,” IEEE Systems Journal, vol. 11, no. 4, pp. 2718-2725, 2017.12.
  10. S.-I Chu, C.-Y. Lien and C.-L. Chiu, “Performance of Switching-based Partial Relay Selection Scheme for Amplify-and-Forward Cognitive Relay Networks,” IET Communications, vol. 10, no. 12, pp. 1480-1492, 2016.8.
  11. P.-Y. Chen, C.-C. Chen, W.-K. Yeh, Y. Chang, D.-C. Huang, S.-S. Yu, C.-S. Tsai, Y.-J. Huang, W.-C. Lin, S.-I Chu, C.-L. Pan, T.-H. Lin and S.-C. Liu, “Using Capacitance Sensor to Extract Characteristic Signals of Dozing from Skin Surface,” Journal of Sensors, vol. 2014, Article ID 238350, 7 pages, 2014.
  12. S.-I Chu, “SER and PER Performance of Packet Decode-and-Forward Relaying with Generalized Order Selection Combining,” IEEE Wireless Communications Letters, vol. 5, no. 3, pp. 449-452, 2014.10.
  13. Y.-R. Chien and S.-I Chu, “A Fast Converging Partial Update LMS Algorithm with Random Combining Strategy,” Circuits, Systems and Signal Processing, vol. 33, no. 6, pp. 1883-1898, 2014.6.
  14. S.-I Chu, H.-P. Lee, H.-C. Chang and W.-C. Lin, “On the Performance of Amplify-and-Forward Protocol with Generalized Order Selection Combining,” Transactions on Emerging Telecommunications Technologies (European Transactions on Telecommunications), vol. 25, no. 4, pp. 461-467, 2014.4.
  15. S.-I Chu, “Outage Probability and DMT Performance of Underlay Cognitive Networks with Incremental DF and AF Relaying over Nakagami-m Fading Channel,” IEEE Communications Letters, vol. 18, no. 1, pp. 62-65, 2014.1.
  16. H.-P. Lee, S.-I Chu and H.-C. Chang, “ Efficient Decoding of the (23, 12, 7) Golay Code up to Five Errors,” Information Sciences, vol. 253, pp. 170-178, 2013.12.
  17. S.-I Chu, W.-C. Lin, H.-P. Lee and H.-C. Chang, “Performance Analysis and Power Allocation for Decode-and-Forward Cooperative Communications over Rician Fading Channels,” Wireless Communications and Mobile Computing, vol. 13, no. 16, pp. 1464-1481, 2013.11.
  18. H.-P. Lee, H.-C. Chang and S.-I Chu, “Algebraic Decoding of the Binary Systematic (71, 36, 11) Quadratic Residue Code,” Journal of the Chinese Institute of Engineers, vol. 36, no. 3, pp. 399-404, 2013.
  19. H.-P. Lee, H.-C. Chang and S.-I Chu, “High-Speed Decoding of the Binary Golay Code,” Journal of Applied Research and Technology, vol. 11, no. 3, pp. 331-337, 2013.06.
  20. S.-I Chu, H.-C. Chang and H.-P. Lee, “Asymptotic Performance of Amplify-and-Forward Cooperative Diversity Networks with the Nth Best Relay over Rician Fading Channels,” European Transactions on Telecommunications, vol. 23, no. 4, pp. 327-333, 2012.6.
  21. S.-I Chu, “Performance of Amplify-and-Forward Cooperative Diversity Networks with Generalized Selection Combining over Nakagami-m Fading Channels,” IEEE Communications Letters, vol. 16, no. 5, 2012.5.
  22. S.-I Chu, “Comments on ‘On the Performance Analysis of Multirelay Cooperative Diversity Systems With Channel Estimation Errors’,” IEEE Transactions on Vehicular Technology, vol. 61, no. 2, pp.821-813, 2012.2.
  23. S.-I Chu, H.-P. Lee and H.-C. Chang, “Fast Decoding of the (23, 12, 7) Golay Code with Four-Error-Correcting Capability,” European Transactions on Telecommunications, vol. 22, no. 7, pp. 388-395, 2011.11.
  24. S.-I Chu, H.-C. Chang, H.-P. Lee, T.-C. Lin and W.-C. Lin, “Decoding of the (31, 16, 7) Quadratic Residue Code Up to Four Errors,” Journal of the Chinese Institute of Engineers, vol. 34, no. 2, pp. 1-8, 2011.7.
  25. S.-I Chu, “Performance of Amplify-and-Forward Cooperative Communications with the Nth Best-Relay Selection Scheme over Nakagami-m Fading Channels,” IEEE Communications Letters, vol. 15, no. 2, pp. 172-174, 2011.2.
  26. S.-I Chu, “Comments on ‘Performance Analysis of Amplify-and-Forward Opportunistic Relaying in Rician Fading’,” IEEE Signal Processing Letters, vol. 16, no. 2, pp. 142-143, 2011.2.
  27. T.-C. Lin, H.-P. Lee, H.-C. Chang, S.-I Chu and T.-K. Truong, “High Speed Decoding of the Binary (47, 24, 11) Quadratic Residue Code,” Information Sciences, vol. 180, no. 20, pp. 4060-4068, 2010.10.
  28. T.-C. Lin, H.-C. Chang, H.-P. Lee, S.-I Chu and T.-K. Truong, “Decoding of the (31, 16, 7) Quadratic Residue Code,” Journal of the Chinese Institute of Engineers, vol. 33, no. 4, pp. 573-580, 2010.6.
  29. S.-I Chu and S.-C. Chang, “Time-of-day Internet Access Management by Combining Empirical Data-based Pricing with Quota-based Priority Control,” IET Communications, vol. 1, no. 4, pp. 587-596, 2007.8.
  30. T.-C. Lin, Y. S. Sun, S.-C. Chang, S.-I Chu, Y.-T. Chou and M.-W. Li, “Management of Abusive and Unfair Internet Access by Quota-based Priority Control,” Computer Networks, vol. 44, no. 4, pp. 441-462, 2004.3.

* Conference (Since 2018~):

  1. S.-I Chu, C.-E. Hsieh, Y.-M. Lee and S. A. Salehi (2020, Jul). Enhanced Architecture for Computing Polynomials Using Unipolar Stochastic Logic. IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2020) (Full Paper), Limassol, Cyprus.
  2. S.-I Chu, Y.-M. Lee, C.-E. Hsieh, J.-H. Yen and Y.-J. Huang (2019, Oct). Stochastic Circuit Design of Image Contrast Stretching. 16th International SoC Design Conference (ISOCC 2019), JeJu, Korea.
  3. Y.-J Huang, M.-J. Li, W.-S. Jhong and S.-I Chu (2019, Oct). Reconfigurable Activation Functions for Neural Networks Application. 22nd Workshop on Synthesis and System Integration of Mixed Information Technology (SASIMI 2019), Kaohsiung, Taiwan.
  4. M.-J. Li, A.-H. Li, Y.-J. Huang and S.-I Chu (2019, Mar). Implementation of Deep Reinforcement Learning. The 2nd International Conference on Information Science and System (ICISS 2019), Tokyo, Japan.
  5. H.-B. Hu, H.-C. Chang, S.-I Chu, Y.-J. Huang and C.-H. Hsieh (2018, Aug). Hardware Implementation of Improved Goertzel Algorithm over Finite Fields. 2018 Taiwan and Japan Conference on Circuits and Systems (TJCAS 2018).
  6. M.-J. Li, Y.-J Huang, S.-I Chu, W.-S. Jhong and N.-T. Nguyen (2018, Aug). FPGA Implementation of Various Activation Functions for Deep Neural Networks. 2018 Taiwan and Japan Conference on Circuits and Systems (TJCAS 2018). (Best Student Presentation Award)

 

電路學

數位系統設計實習

工程機率

數位訊號處理導論

微積分(一)

微積分(二)

實務專題(一)