Uncorrected Proof
Contents
Preface
Wlodzislaw Duch, Jacek Ma´ndziuk . . . . V What Is Computational Intelligence and Where Is It Going?
Wlodzislaw Duch . . . . 1 New Millennium AI and the Convergence of History
J¨urgen Schmidhuber . . . 15 The Challenges of Building Computational Cognitive
Architectures
Ron Sun . . . 37 Programming a Parallel Computer: The Ersatz Brain Project James A. Anderson1, Paul Allopenna2, Gerald S. Guralnik3, David Sheinberg4, John A. Santini, Jr.1, Socrates Dimitriadis1, Benjamin B.
Machta3, and Brian T. Merritt1 . . . 61 The Human Brain as a Hierarchical Intelligent Control
System
JG Taylor . . . 99 Artificial Brain and OfficeMateT Rbased on Brain Information Processing Mechanism
Soo-Young Lee . . . 123 Natural Intelligence and Artificial Intelligence: Bridging the Gap between Neurons and Neuro-Imaging to Understand Intelligent Behaviour
Stan Gielen . . . 145 Computational Scene Analysis
DeLiang Wang . . . 163
Uncorrected Proof
XII Contents
Brain-, Gene-, and Quantum Inspired Computational Intelligence: Challenges and Opportunities
Nikola Kasabov . . . 193 The Science of Pattern Recognition. Achievements
and Perspectives
Robert P.W. Duin, El˙zbieta Pekalska . . . 221 Towards Comprehensive Foundations of Computational
Intelligence
Wlodzislaw Duch . . . 261 Knowledge-Based Clustering in Computational Intelligence
Witold Pedrycz . . . 317 Generalization in Learning from Examples
Vˇera K˚urkov´a . . . 343 A Trend on Regularization and Model Selection in Statistical Learning: A Bayesian Ying Yang Learning Perspective
Lei Xu . . . 365 Computational Intelligence in Mind Games
Jacek Ma´ndziuk . . . 407 Computer Go: A Grand Challenge to AI
Xindi Cai and Donald C. Wunsch II . . . 445 Noisy Chaotic Neural Networks
for Combinatorial Optimization
Lipo Wang and Haixiang Shi . . . 469
