On the Convergence of Tsetlin Machines for the XOR Operator

On the Convergence of Tsetlin Machines for the XOR Operator

7 January 2021

Ole-Christoffer Granmo

Kuruge Darshana Abeyrathna

Papers citing "On the Convergence of Tsetlin Machines for the XOR Operator"

13 / 13 papers shown

Title
Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines Vojtech Halenka A. K. Kadhim Paul F. A. Clarke Bimal Bhattarai Rupsa Saha Ole-Christoffer Granmo Lei Jiao Per-Arne Andersen 45 2 0 04 Jun 2024
Generalized Convergence Analysis of Tsetlin Machines: A Probabilistic Approach to Concept Learning M. Belaid Jivitesh Sharma Lei Jiao Ole-Christoffer Granmo Per-Arne Andersen Anis Yazidi 33 0 0 03 Oct 2023
VDHLA: Variable Depth Hybrid Learning Automaton and Its Application to Defense Against the Selfish Mining Attack in Bitcoin Ali Nikhalat Jahromi A. Saghiri Mohammad Reza Meybodi 19 4 0 15 Feb 2023
Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification Jinbao Zhang Xuan Zhang Lei Jiao Ole-Christoffer Granmo Yongjun Qian Fan Pan 16 3 0 20 Jan 2023
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size Kuruge Darshana Abeyrathna Ahmed Abouzeid Bimal Bhattarai Charul Giri Sondre Glimsdal ... Lei Jiao Rupsa Saha Jivitesh Sharma S. Tunheim Xuan Zhang 28 14 0 19 Jan 2023
On the Equivalence of the Weighted Tsetlin Machine and the Perceptron Jivitesh Sharma Ole-Christoffer Granmo Lei Jiao 27 1 0 27 Dec 2022
On the Convergence of Tsetlin Machines for the AND and the OR Operators Lei Jiao Xuan Zhang Ole-Christoffer Granmo 18 8 0 17 Sep 2021
Coalesced Multi-Output Tsetlin Machines with Clause Sharing Sondre Glimsdal Ole-Christoffer Granmo 28 27 0 17 Aug 2021
Drop Clause: Enhancing Performance, Interpretability and Robustness of the Tsetlin Machine Jivitesh Sharma Rohan Kumar Yadav Ole-Christoffer Granmo Lei Jiao VLM 18 12 0 30 May 2021
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 39 20 0 10 May 2021
Low-Power Audio Keyword Spotting using Tsetlin Machines Jie Lei Tousif Rahman R. Shafik A. Wheeldon Alex Yakovlev Ole-Christoffer Granmo F. Kawsar Akhil Mathur 32 39 0 27 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 19 36 0 10 Sep 2020
On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators Xuan Zhang Lei Jiao Ole-Christoffer Granmo Morten Goodwin 26 37 0 28 Jul 2020