Building concise logical patterns by constraining Tsetlin Machine clause size

KD Abeyrathna, AAO Abouzeid, B Bhattarai… - arXiv preprint arXiv …, 2023 - arxiv.org
Tsetlin machine (TM) is a logic-based machine learning approach with the crucial
advantages of being transparent and hardware-friendly. While TMs match or surpass deep …

[HTML][HTML] A Novel Tsetlin Machine with Enhanced Generalization

U Anjum, J Zhan - Electronics, 2024 - mdpi.com
The Tsetlin Machine (TM) is a novel machine learning approach that implements
propositional logic to perform various tasks such as classification and regression. The TM …