On the Convergence of Tsetlin Machines for the XOR Operator

Author:

Jiao Lei1ORCID,Zhang Xuan2ORCID,Granmo Ole-Christoffer1ORCID,Abeyrathna Kuruge Darshana1ORCID

Affiliation:

1. Centre for Artificial Intelligence Research, University of Agder, Grimstad, Norway

2. Norwegian Research Centre, Grimstad, Norway

Funder

EEA

Norges Forskningsråd

Logic-based AIEverywhere

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference32 articles.

1. A regression Tsetlin machine with integer weighted clauses for compact pattern representation;abeyrathna,2020

2. The regression Tsetlin machine - A novel approach to interpretable non-linear regression;abeyrathna;Philos Trans Roy Soc A,2020

3. Increasing the inference and learning speed of Tsetlin machines with clause indexing;gorji;Proc Int Conf Ind Eng Other Appl Intell Syst,2020

4. The weighted Tsetlin machine: Compressed representations with clause weighting;phoulady;Proc 9th Int Workshop Statist Relational AI,2020

5. A Conclusive Analysis of the Finite-Time Behavior of the Discretized Pursuit Learning Automaton

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