Browsing Scientific Publications in Information and Communication Technology by Author "Yakovlev, Alexandre"

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Convolutional Tsetlin Machine-based Training and Inference Accelerator for 2-D Pattern Classification

Tunheim, Svein Anders; Lei, Jiao; Shafik, Rishad Ahmed; Yakovlev, Alexandre; Granmo, Ole-Christoffer (Peer reviewed; Journal article, 2023)

The Tsetlin Machine (TM) is a machine learning algorithm based on an ensemble of Tsetlin Automata (TAs) that learns propositional logic expressions from Boolean input features. In this paper, the design and implementation ...