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1091-專題演講-1091028-管希聖(台大物理系)

演講活動
張貼人:李明芳公告日期:2020-08-18
  
Time1091028 (Wed.) 14:20~16:20
SpeakerProf.管希聖(GOAN, Hsi-Sheng)
國立臺灣大學物理學系/Department of Physics, National Taiwan University
TitleQuantum Machine Learning
AbstractQuantum computing and machine learning (the core of contemporary artificial intelligence) are emerging and promising technologies that would have a major impact on human life and society in the future. It is interesting to explore the interaction between quantum computing and machine learning, and study how to use the results and technologies of one field to solve problems in another field. In this talk, I will first give a brief introduction to machine learning and quantum computing. Due to the lack of quantum error correction, current noisy intermediate scale quantum (NISQ) machines are not suitable for deep quantum circuit architectures. Therefore, I will focus on algorithms and applications that can be implemented in the current and near-term NISQ machines. The variational quantum circuits with tunable parameters which are optimized in an iterative manner by a classical computer is a hybrid quantum-classical approach which leverages the strengths of quantum and classical computation, suitable for NISQ machines. I will present the results obtained for some machine learning tasks using variational quantum circuits. 
PlaceB101, Gongquan Campuses, NTNU

最後修改時間:2020-10-27 AM 9:21

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單位簡介

本系的重點研究領域包括:凝態物理、光電與奈米科學、高能與粒子物理、軟凝態物理與生物物理、原分子光學物理、及物理科學教育等。本系前身為臺灣省立師範學院理化系物理組,成立於民國三十五年(1946年)本校創校之始。民國五十一年(1962年)本系獨立成系,民國六十三年(1974年)成立物理研究所碩士班,民國八十年(1991年)成立研究所博士班。長久以來,本系肩負著培育臺灣中等學校物理科師資的重任,但也不忘在物理學術研究上求新求進步。至今本系培育出的學術人才已有一位中研院院士及近百位中研院研究員及大學教授,各行各業的高科技人材更是不勝枚舉。民國八十三年師資培育法改制後,本系已升級為尖端學術研究、科技應用研發、及中學師資培育三者齊備的系所。

  • 國立臺灣師範大學物理系系友會
  • 系友會線上小額捐款
  • 徐有庠盃-臺灣青年學生物理辯論競賽
  • 國際物理奧林匹亞競賽
  • BOSON CLUB
  • 公用場地與儀器設施預約系統
  • 學生實習專區
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