The book includes all the background material required to understand the principles underlying intelligence, as well as enough detailed information on intelligent robotics and ...

Applies the well-developed tools of the theory of weak convergence of probability measures to large deviation analysis--a consistent new approach The theory of large deviations ...

The fundamental theorems on the asymptotic behavior of eigenvalues, inverses, and products of banded Toeplitz matrices and Toeplitz matrices with absolutely summable elements ...

In the past decade, a number of different research communities within the computational sciences have studied learning in networks, starting from a number of different points ...

The problems of constructing covering codes and of estimating their parameters are the main concern of this book. It provides a unified account of the most recent theory of ...

This second edition of Multi-Carrier Digital Communications: Theory and Applications of OFDM begins with a brief overview of multi-carrier communications. The authors then ...

Random matrix theory has found many applications in physics, statistics and engineering since its inception. Although early developments were motivated by practical ...

The rapid growth of wavelet applications-speech compression and analysis, image compression and enhancement, and removing noise from audio and images-has created an explosion ...