Geir Horn, coordinator of the MORPHEMIC project, will be at the Technical Program Committee on the First International Symposium on the Tsetlin Machine in Grimstad, Norway, 20-21 June 2022. The emerging paradigm of Tsetlin machines makes a fundamental shift from arithmetic-based to logic-based machine learning. At the core, finite-state machines, based on learning automata, learn patterns using logical clauses, and these constitute a global description of the task learnt. In this way, the Tsetlin machine introduces the concept of logical interpretable learning, where both the learned model and the process of learning are easy to follow and explain. As a result, it reduces the expertise needed to apply ML techniques efficiently in various domains. First International Symposium on the Tsetlin Machine will be located at  the University of Agder, Grimstad, Norway.


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