The Sparse Tsetlin Machine: Sparse Representation with Active Literals

Sebastian Østby, Tobias M. Brambo, Sondre Glimsdal

This paper introduces the Sparse Tsetlin Machine (STM), a novel Tsetlin Machine (TM) that processes sparse data efficiently. Traditionally, the TM does not consider data characteri…