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2.110j 6.050j /信息与熵

6.050J / 2.110J Information and Entropy
课程网址: http://ocw.mit.edu/courses/electrical-engineering-and-computer-sc...  
主讲教师: Paul Penfield ; Seth Lloyd
开课单位: 麻省理工学院
开课时间: 2008-01-01
课程语种: 英语
中文简介:
本课程探讨沟通与计算的终极极限,强调资讯与资讯处理的物理性质。主题包括:资讯与计算、数位讯号、编码与压缩、资讯生物表示、逻辑电路、电脑架构、与演算法资讯、噪音、机率、错误修正、可逆与不可逆运算、计算物理、量子计算等应用。熵的概念应用于通道容量和热力学第二定律。
课程简介: This course explores the ultimate limits to communication and computation, with an emphasis on the physical nature of information and information processing. Topics include: information and computation, digital signals, codes and compression, applications such as biological representations of information, logic circuits, computer architectures, and algorithmic information, noise, probability, error correction, reversible and irreversible operations, physics of computation, and quantum computation. The concept of entropy applied to channel capacity and to the second law of thermodynamics.
关 键 词: 信息和熵; 热力学; 数字信号
课程来源: 麻省理工学院公开课
最后编审: 2023-11-10:chenjy
阅读次数: 25