  In this report, a novel approach to intelligence and learning is introduced,
this approach is based on what we call 'perception logic'. Based on this logic,
a computing mechanism and automata are introduced. Multi-resolution analysis of
perceptual information is given, in which learning is accomplished in at most
O(log(N))epochs, where N is the number of samples, and the convergence is
guarnteed. This approach combines the favors of computational modeles in the
sense that they are structured and mathematically well-defined, and the
adaptivity of soft computing approaches, in addition to the continuity and
real-time response of dynamical systems.
