Designing Multi-class Pattern Classifier using CA Under Periodic Boundary Condition
Nazma Naskar, Sumit Adak · 2018
This paper presents the concept of multi-class classmer using non-uniform cellular Automata under periodic boundary condition. To design this multi-classifier, a special class of non-uniform cellular automata (CA) that contain point attractors in their state space, is studied. These CA always converge to some point attractors. The reachability tree, a discrete tool for characterizing l-d CA and Link, have been utilized to develop theories for these types of CA. We report an algorithm that synthesizes a non-uniform cellular automaton having only point attracto/rs.