ABSTRACT

MART (Multichannel ART) is a neural computational architecture which is based on ART architecture and aimed at pattern recognition on multiple simultaneous information input paths. This chapter describes the characteristic aspects of MART architecture, how it operates in pattern recognition and its flexibility in adapting itself to the temporal evolution of input information fed into the network. Finally, a real application is presented demonstrating its potential for solving complex problems, above all in the field of multichannel signal processing.