Probabilistic measure of information. Introduction to compression algorithms including L-Z, MPEG, JPEG, and Huffman encoding. Determination of the information handling capacity of communication ...

In this chapter we briefly explore some basic ideas involved in the information theory and source coding. Information sources can be classified as having memory or being memoryless. A source with ...

It also presents the classic topic of coding theorems in the modern one-shot (finite block-length) approach. To put it briefly, this is the information theory textbook of the new era.' Shun Watanabe, ...

This course gives students analytical tools to quantify information, perform inference, and study the relationship of information and learning. The course covers information measures, the source and ...

Significant attention is given to quantum mechanics for quantum information theory, and careful studies of the important protocols of teleportation, superdense coding, and entanglement distribution ...