This book presents the first cohesive treatment of Information Theoretic Learning (ITL) algorithm...
Brain-computer interface (BCI) research deals with establishing communication pathways between th...
Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then mor...
Recently, criterion functions based on information theoretic measures (entropy, mutual informatio...
Online learning from a signal processing perspectiveThere is increased interest in kernel learnin...
Online learning from a signal processing perspectiveThere is increased interest in kernel learnin...
This book constitutes the refereed proceedings of the 6th International Conference on Independent...
This English version of Ruslan L. Stratonovich's Theory of Information (1975) builds on theory an...
Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on a...
Neural interfaces are one of the most exciting emerging technologies to impact bioengineering and...
This book provides several efficient Kalman filters (linear or nonlinear) under information theor...
This book presents the first cohesive treatment of Information Theoretic Learning (ITL) algori...