elds as coding theory, networking, switching, wireless c- munications,distributeddatastorage,cryptography,andoptimizationtheory. While new applications of network coding keep emerging, the fundamental - sults that lay the foundation of the subject are more or less mature. One of the main goals of...
Based on our teaching experience of course "Information Theory and Coding" in Fudan University for 5 years, we discuss the teaching methods of this undergraduate course in eight aspects: course name, textbook, depth and breadth, display method, exam type, rigorous and interesting, and pragmatic,...
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces ...
Shannon. These inequalities and their applications are explained in depth in Chapter 14. Network coding theory is further developed in Chapter 15. The situa- tion when more than one information source are multicast in a point-to-point network is discussed. The surprising fact that a multi-source...
Information Theory, Inference and Learning Algorithms Post date: 11 Aug 2006 A textbook on information, communication, and coding for a new generation of students, and an entry point into these subjects for professionals in areas as diverse as computational biology, financial engineering, and machine...
With a large number of examples, illustrations, and original problems, this book is excellent as a textbook or reference book for a senior or graduate level course on the subject, as well as a reference for researchers in related fields. Information Theory and Network Coding (Information ...
Information Theory and Network Coding 来自 Semantic Scholar 喜欢 0 阅读量: 215 作者: RW Yeung 摘要: This book is an evolution from my book A First Course in Information Theory published in 2002 when network coding was still at its infancy. The last few years have witnessed the rapid ...
The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook entitledInformation Theory and Network Coding (Springer 2008). This book and its predecessor,A First Course in Information Theory(Kluwer 2002, essentially the first edition of the 2008 book), have...
The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and ...
Information theory and neural coding Directed information theory deals with communication channels with feedback. When applied to networks, a natural extension based on causal conditioning is ... M Kaiser 被引量: 45发表: 2010年 Introduction to the Special Issue on Information Theory in Molecular Bio...