Elements of Information Theory

784 pages, 2006

Thomas M. Cover

science & nature

1064 books

Takeaways

Description

The Second Edition of this fundamental textbook retains the book's tradition of clear, thought-provoking instruction. Readers are provided with an instructive mix of mathematics, physics, statistics, and information theory.

All the essential topics in information theory are covered in detail, including entropy and data compression.

The authors provide readers with a solid understanding of the underlying theory and its applications. Historically focused problem sets and a telegraphic summary at the end of each chapter further assist readers.

Understanding Information Theory

Thomas M. Cover's book, Elements of Information Theory, provides a comprehensive introduction to the field of information theory. It's a great resource if you're looking to explore this complex subject. The book breaks down the theory into understandable elements, making it accessible to everyone.

Practical Applications of Information Theory

Cover doesn't just stick to theory. He also discusses the practical applications of information theory in various fields such as computer science, statistics, and electrical engineering. So, if you're interested in seeing how theory translates into practice, this book is a must-read.

In-depth Analysis of Entropy

One of the key takeaways from the book is the in-depth analysis of entropy. Cover explains this concept in a simple and understandable way. If you've ever wanted to dig into the concept of entropy, this book is the perfect starting point.

Exploration of Data Compression

Data compression is a crucial aspect of information theory, and Cover does an excellent job of explaining it. He takes you through the process of data compression, helping you understand its importance and how it works. It's a great way to research this essential aspect of information theory.

Insights into Channel Capacity

Cover also provides valuable insights into the concept of channel capacity. He explains how it impacts the transmission of information and why it's important to understand. If you're looking to find out more about channel capacity, this book is a great resource.

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Quotes 5

Cover and Thomas' book is a comprehensive and accessible guide to the core principles of information theory. It's a must-read for anyone interested in the field.

David MacKay - Information Theory Expert

Elements of Information Theory is a profound yet accessible exploration of a field that has profound implications for our understanding of communication and computation.

Sergio Verdú - Electrical Engineering Professor

Cover and Thomas' book is a masterful introduction to the fundamentals of information theory. It's a must-read for anyone interested in the field.

Robert Gallager - Communication Theorist

Elements of Information Theory is a comprehensive and accessible guide to the core principles of information theory. It's a must-read for anyone interested in the field.

Raymond W. Yeung - Information Theorist

Cover and Thomas' book is a profound yet accessible exploration of a field that has profound implications for our understanding of communication and computation.