Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing

7 April 2020

Papers citing "Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing"

7 / 7 papers shown

Title
Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines Vojtech Halenka Ahmed K. Kadhim Paul F. A. Clarke Bimal Bhattarai Rupsa Saha Ole-Christoffer Granmo Lei Jiao Per-Arne Andersen 91 2 0 04 Jun 2024
Coalesced Multi-Output Tsetlin Machines with Clause Sharing Sondre Glimsdal Ole-Christoffer Granmo 79 28 0 17 Aug 2021
On the Convergence of Tsetlin Machines for the XOR Operator Lei Jiao Xuan Zhang Ole-Christoffer Granmo Kuruge Darshana Abeyrathna 74 31 0 07 Jan 2021
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling Kuruge Darshana Abeyrathna Bimal Bhattarai Morten Goodwin S. Gorji Ole-Christoffer Granmo Lei Jiao Rupsa Saha Rohan Kumar Yadav LRM 56 37 0 10 Sep 2020
Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines with Applications to Explaining High-Dimensional Data Christopher D. Blakely Ole-Christoffer Granmo 46 16 0 27 Jul 2020
A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning Kuruge Darshana Abeyrathna Ole-Christoffer Granmo Rishad Shafik Alex Yakovlev A. Wheeldon Jie Lei Morten Goodwin AI4CE 53 16 0 04 Jul 2020
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability Kuruge Darshana Abeyrathna Ole-Christoffer Granmo Morten Goodwin 64 39 0 11 May 2020