v1v2v3v4v5 (latest)

The Convolutional Tsetlin Machine

23 May 2019

Ole-Christoffer Granmo

Papers citing "The Convolutional Tsetlin Machine"

21 / 21 papers shown

Title
An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites Ylva Gronningsaeter Halvor S. Smorvik Ole-Christoffer Granmo 95 7 0 02 Jun 2024
Pre-Sorted Tsetlin Machine (The Genetic K-Medoid Method) Jordan Morris 13 1 0 07 Feb 2024
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 74 15 0 19 Jan 2023
On the Equivalence of the Weighted Tsetlin Machine and the Perceptron Jivitesh Sharma Ole-Christoffer Granmo Lei Jiao 58 1 0 27 Dec 2022
Rule Learning by Modularity Albert Nössig Tobias Hell Georg Moser 50 1 0 23 Dec 2022
A Comparison Between Tsetlin Machines and Deep Neural Networks in the Context of Recommendation Systems Karl Audun Borgersen M. G. Olsen Jivitesh Sharma 40 4 0 20 Dec 2022
On the Convergence of Tsetlin Machines for the AND and the OR Operators Lei Jiao Xuan Zhang Ole-Christoffer Granmo 65 8 0 17 Sep 2021
Coalesced Multi-Output Tsetlin Machines with Clause Sharing Sondre Glimsdal Ole-Christoffer Granmo 79 28 0 17 Aug 2021
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 84 20 0 10 May 2021
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation Rohan Kumar Yadav Lei Jiao Ole-Christoffer Granmo Morten Goodwin NAI 67 16 0 14 Apr 2021
A Relational Tsetlin Machine with Applications to Natural Language Understanding Rupsa Saha Ole-Christoffer Granmo Vladimir Zadorozhny Morten Goodwin NAI 88 19 0 22 Feb 2021
Low-Power Audio Keyword Spotting using Tsetlin Machines Jie Lei Tousif Rahman Rishad Shafik A. Wheeldon Alex Yakovlev Ole-Christoffer Granmo F. Kawsar Akhil Mathur 64 41 0 27 Jan 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
Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing S. Gorji Ole-Christoffer Granmo Sondre Glimsdal J. Edwards M. G. Olsen AI4CE 40 15 0 07 Apr 2020
Concept Whitening for Interpretable Image Recognition Zhi Chen Yijie Bei Cynthia Rudin FAtt 113 323 0 05 Feb 2020
The Weighted Tsetlin Machine: Compressed Representations with Weighted Clauses Adrian Phoulady Ole-Christoffer Granmo S. Gorji H. A. Phoulady 33 6 0 28 Nov 2019
The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic Ole-Christoffer Granmo 80 151 0 04 Apr 2018