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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"

50 / 61 papers shown

Title
Omni TM-AE: A Scalable and Interpretable Embedding Model Using the Full Tsetlin Machine State Space Ahmed K. Kadhim Lei Jiao Rishad Shafik Ole-Christoffer Granmo 121 0 0 22 May 2025
Efficient FPGA Implementation of Time-Domain Popcount for Low-Complexity Machine Learning Shengyu Duan Marcos Sartori Rishad Shafik Alex Yakovlev Emre Ozer 43 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 Rishad Shafik Alex Yakovlev 73 0 0 28 Apr 2025
Runtime Tunable Tsetlin Machines for Edge Inference on eFPGAs Tousif Rahman Gang Mao Bob Pattison Sidharth Maheshwari Marcos Sartori A. Wheeldon Rishad Shafik Alex Yakovlev 83 0 0 10 Feb 2025
ETHEREAL: Energy-efficient and High-throughput Inference using Compressed Tsetlin Machine Shengyu Duan Rishad Shafik Alex Yakovlev 143 0 0 08 Feb 2025
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings Ahmed K. Kadhim Lei Jiao Rishad Shafik Ole-Christoffer Granmo DeLMO 175 1 0 31 Jan 2025
Pruning Literals for Highly Efficient Explainability at Word Level Rohan Kumar Yadav Bimal Bhattarai Abhik Jana Lei Jiao Seid Muhie Yimam 61 0 0 07 Nov 2024
TPFL: Tsetlin-Personalized Federated Learning with Confidence-Based Clustering Rasoul Jafari Gohari Laya Aliahmadipour Ezat Valipour FedML 84 0 0 16 Sep 2024
CTMBIDS: Convolutional Tsetlin Machine Based Intrusion Detection System for DDoS attacks in an SDN environment Rasoul Jafari Gohari Laya Aliahmadipour M. Rafsanjani AAML 49 1 0 05 Sep 2024
In-Memory Learning Automata Architecture using Y-Flash Cell Omar Ghazal Tian Lan S. Ojukwu Komal Krishnamurthy Alex Yakovlev Rishad Shafik 149 1 0 18 Aug 2024
Exploring State Space and Reasoning by Elimination in Tsetlin Machines Ahmed K. Kadhim Ole-Christoffer Granmo Lei Jiao Rishad Shafik 85 3 0 12 Jul 2024
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
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
Green Tsetlin Redefining Efficiency in Tsetlin Machine Frameworks Sondre Glimsdal Sebastian Østby Tobias M. Brambo Eirik M. Vinje VLM 42 0 0 07 May 2024
The Sparse Tsetlin Machine: Sparse Representation with Active Literals Sebastian Østby Tobias M. Brambo Sondre Glimsdal 51 2 0 03 May 2024
MATADOR: Automated System-on-Chip Tsetlin Machine Design Generation for Edge Applications Tousif Rahman Gang Mao Sidharth Maheshwari Rishad Shafik Alexandre Yakovlev 36 3 0 03 Mar 2024
Pre-Sorted Tsetlin Machine (The Genetic K-Medoid Method) Jordan Morris 22 1 0 07 Feb 2024
Efficient Data Fusion using the Tsetlin Machine Rupsa Saha Vladimir Zadorozhny Ole-Christoffer Granmo 25 0 0 26 Oct 2023
Contracting Tsetlin Machine with Absorbing Automata Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Per-Arne Andersen S. Tunheim Rishad Shafik Alex Yakovlev 56 2 0 17 Oct 2023
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 58 0 0 03 Oct 2023
Learning Minimalistic Tsetlin Machine Clauses with Markov Boundary-Guided Pruning Ole-Christoffer Granmo Per-Arne Andersen Lei Jiao Xuan Zhang Christian D. Blakely Tor Tveit 30 0 0 12 Sep 2023
TMComposites: Plug-and-Play Collaboration Between Specialized Tsetlin Machines Ole-Christoffer Granmo 51 5 0 09 Sep 2023
An FPGA Architecture for Online Learning using the Tsetlin Machine Samuel Prescott A. Wheeldon Rishad Shafik Tousif Rahman Alex Yakovlev Ole-Christoffer Granmo 30 1 0 01 Jun 2023
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 Rishad Shafik 52 7 0 22 May 2023
Energy-frugal and Interpretable AI Hardware Design using Learning Automata Rishad Shafik Tousif Rahman A. Wheeldon Ole-Christoffer Granmo Alex Yakovlev 54 0 0 19 May 2023
Generating Bayesian Network Models from Data Using Tsetlin Machines Christopher D. Blakely CML 43 0 0 17 May 2023
$$\partial\mathbb{B}$ nets: learning discrete functions by gradient descent$ $\partial\mathbb{B}$ nets: learning discrete functions by gradient descent Ian Wright 126 0 0 12 May 2023
Verifying Properties of Tsetlin Machines Emilia Przybysz Bimal Bhattarai Cosimo Persia Ana Ozaki Ole-Christoffer Granmo Jivitesh Sharma 50 2 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 33 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 74 15 0 19 Jan 2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 56 13 0 02 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
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
Logic-based AI for Interpretable Board Game Winner Prediction with Tsetlin Machine Charul Giri Ole-Christoffer Granmo H. V. Hoof Christian D. Blakely 61 3 0 08 Mar 2022
Tsetlin Machine for Solving Contextual Bandit Problems Raihan Seraj Jivitesh Sharma Ole-Christoffer Granmo 59 11 0 04 Feb 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
Self-timed Reinforcement Learning using Tsetlin Machine A. Wheeldon Alex Yakovlev Rishad Shafik 34 11 0 02 Sep 2021
Coalesced Multi-Output Tsetlin Machines with Clause Sharing Sondre Glimsdal Ole-Christoffer Granmo 79 28 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 58 12 0 30 May 2021
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 61 37 0 19 May 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
On the Complexity of Learning Description Logic Ontologies Ana Ozaki 48 3 0 25 Mar 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
Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics Wlodek Zadrozny AI4CE 42 1 0 09 Dec 2020
Low-Latency Asynchronous Logic Design for Inference at the Edge A. Wheeldon Alex Yakovlev Rishad Shafik Jordan Morris 53 13 0 07 Dec 2020
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 69 32 0 17 Nov 2020
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