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Found 3 papers, 3 papers with code
Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing
Instead we use a simple look-up table that indexes the clauses on the features that falsify them.
The Weighted Tsetlin Machine: Compressed Representations with Weighted Clauses
Finally, our novel sampling scheme reduced sample generation time by a factor of $7$.
Ranked #71 on
Image Classification
on MNIST
A Tsetlin Machine with Multigranular Clauses
The recently introduced Tsetlin Machine (TM) has provided competitive pattern recognition accuracy in several benchmarks, however, requires a 3-dimensional hyperparameter search.
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