Contracting Tsetlin Machine with Absorbing Automata

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao +4

In this paper, we introduce a sparse Tsetlin Machine (TM) with absorbing Tsetlin Automata (TA) states. In brief, the TA of each clause literal has both an absorbing Exclude- and an…