A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks

Abeyrathna, K. Darshana — 2019 ·

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Record No

775400

The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems

Abeyrathna, K. Darshana — 2019 ·

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Record No

775401

A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation

Abeyrathna, K. Darshana — 2020 ·

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885115

Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability

Abeyrathna, K. Darshana — 2020 ·

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Record No

932066

A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning

Abeyrathna, K. Darshana — 2020 ·

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Record No

961602

Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling

Abeyrathna, K. Darshana — 2020 ·

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Record No

1143729

Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size

Abeyrathna, K. Darshana — 2023 ·

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Record No

1459549

The Probabilistic Tsetlin Machine: A Novel Approach to Uncertainty Quantification

Abeyrathna, K. Darshana — 2024 ·

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Record No

1884279