The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic

4 April 2018

Papers citing "The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic"

24 / 24 papers shown

Title
Efficient FPGA Implementation of Time-Domain Popcount for Low-Complexity Machine Learning Shengyu Duan Marcos Sartori R. Shafik Alex Yakovlev Emre Ozer 27 0 0 04 May 2025
Dynamic Tsetlin Machine Accelerators for On-Chip Training at the Edge using FPGAs Gang Mao Tousif Rahman Sidharth Maheshwari Bob Pattison Zhuang Shao R. Shafik Alex Yakovlev 29 0 0 28 Apr 2025
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings A. K. Kadhim Lei Jiao R. Shafik Ole-Christoffer Granmo DeLMO 85 0 0 31 Jan 2025
TPFL: Tsetlin-Personalized Federated Learning with Confidence-Based Clustering Rasoul Jafari Gohari Laya Aliahmadipour Ezat Valipour FedML 32 0 0 16 Sep 2024
An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites Ylva Gronningsaeter Halvor S. Smorvik Ole-Christoffer Granmo 42 6 0 02 Jun 2024
Green Tsetlin Redefining Efficiency in Tsetlin Machine Frameworks Sondre Glimsdal Sebastian Østby Tobias M. Brambo Eirik M. Vinje VLM 19 0 0 07 May 2024
Pre-Sorted Tsetlin Machine (The Genetic K-Medoid Method) Jordan Morris 8 1 0 07 Feb 2024
IMBUE: In-Memory Boolean-to-CUrrent Inference ArchitecturE for Tsetlin Machines Omar Ghazal Simranjeet Singh Tousif Rahman Shengqi Yu Yujin Zheng ... S. Patkar Farhad Merchant F. Xia Alexandre Yakovlev R. Shafik 26 7 0 22 May 2023
Energy-frugal and Interpretable AI Hardware Design using Learning Automata R. Shafik Tousif Rahman A. Wheeldon Ole-Christoffer Granmo Alex Yakovlev 18 0 0 19 May 2023
Verifying Properties of Tsetlin Machines Emilia Przybysz Bimal Bhattarai Cosimo Persia Ana Ozaki Ole-Christoffer Granmo Jivitesh Sharma 26 1 0 25 Mar 2023
Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification Jinbao Zhang Xuan Zhang Lei Jiao Ole-Christoffer Granmo Yongjun Qian Fan Pan 21 3 0 20 Jan 2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 14 12 0 02 Jan 2023
A Comparison Between Tsetlin Machines and Deep Neural Networks in the Context of Recommendation Systems Karl Audun Borgersen M. G. Olsen Jivitesh Sharma 18 4 0 20 Dec 2022
Tsetlin Machine for Solving Contextual Bandit Problems Raihan Seraj Jivitesh Sharma Ole-Christoffer Granmo 27 10 0 04 Feb 2022
On the Convergence of Tsetlin Machines for the AND and the OR Operators Lei Jiao Xuan Zhang Ole-Christoffer Granmo 20 8 0 17 Sep 2021
Self-timed Reinforcement Learning using Tsetlin Machine A. Wheeldon Alex Yakovlev R. Shafik 22 9 0 02 Sep 2021
A Relational Tsetlin Machine with Applications to Natural Language Understanding Rupsa Saha Ole-Christoffer Granmo Vladimir Zadorozhny Morten Goodwin NAI 17 19 0 22 Feb 2021
On the Convergence of Tsetlin Machines for the XOR Operator Lei Jiao Xuan Zhang Ole-Christoffer Granmo Kuruge Darshana Abeyrathna 36 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 24 36 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 30 16 0 27 Jul 2020
A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning Kuruge Darshana Abeyrathna Ole-Christoffer Granmo R. Shafik Alex Yakovlev A. Wheeldon Jie Lei Morten Goodwin AI4CE 24 16 0 04 Jul 2020
A Tsetlin Machine with Multigranular Clauses S. Gorji Ole-Christoffer Granmo Adrian Phoulady M. G. Olsen 16 22 0 16 Sep 2019
The Convolutional Tsetlin Machine Ole-Christoffer Granmo Sondre Glimsdal Lei Jiao M. G. Olsen C. Omlin G. T. Berge 11 80 0 23 May 2019
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications G. T. Berge Ole-Christoffer Granmo Tor Tveit Morten Goodwin Lei Jiao B. Matheussen VLM 33 75 0 12 Sep 2018