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On the Convergence of Tsetlin Machines for the XOR Operator:

Jiao, Lei ; Zhang, Xuan ; Granmo, Ole-Christoffer.
IEEE Transactions on Pattern Analysis and Machine Intelligence.  45 (2023)  5 - p. 6072-6085 , 2023
Link: https://doi.org/10.1109/tpami.2022.3203150