Table of Contents

• Conferences

  • International Symposium on the Tsetlin Machine (ISTM)
  • International Symposium on the Tsetlin Machine (ISTM)

• Papers

  • The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic
  • Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling
  • Resilient Biomedical Systems Design Under Noise using Logic based Machine Learning
  • Using Tsetlin Machine to discover interpretable rules in natural language processing applications
  • A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning
  • On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators
  • Low-Power Audio Keyword Spotting Using Tsetlin Machines
  • Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation
  • Logic-based AI for Interpretable Board Game Winner Prediction with Tsetlin Machine
  • ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification
  • Explainable Tsetlin Machine Framework for Fake News Detection with Credibility Score Assessment
  • Resilient Biomedical Systems Design Under Noise using Logic based Machine Learning

• Books

  • An Introduction to Tsetlin Machines - Christoffer Granmo (2021)

• Courses

  • Learning Systems

• Doctoral Theses

  • Novel Tsetlin Machine Mechanisms for Logic-based Regression and Classification with Support for Continuous Input, Clause Weighting, Confidence Assessment, Deterministic Learning, and Convolution - abeyrathna-0425a275)
  • Interpretable Architectures and Algorithms for Natural Language Processing - kumar-yadav-706249105/)

• Videos and Lectures

  • Tsetlin Machine - A new paradigm for pervasive AI

• Researchers

  • Darshana Abeyrathna
  • Ahmed Abdulrahem Abouzeid
  • Geir Thore Berge
  • Bimal Bhattarai
  • Christian Blakely
  • Charul Giri
  • Sondre Glimsdal
  • Morten Goodwin
  • Saeed Rahimi Gorji
  • Ole-Christoffer Granmo
  • Herke van Hoof
  • Lei Jiao
  • Jie Lei
  • Sidharth Maheshwari
  • Jordan Morris
  • Ana Ozaki
  • Cosimo Damiano Persia
  • Tousif Rahman
  • Ashur Rafiev
  • Rupsa Saha
  • Rishad Shafik
  • Jivitesh Sharma
  • Amna Javed Tiwana
  • Svein Anders Tunheim
  • Adrian Wheeldon
  • Rohan Yadav
  • Alex Yakovlev
  • Vladimir I. Zadorozhny
  • Xuan Zhang
  • Charul Giri
  • Raihan Seraj
  • Charul Giri

• Implementations

  • Tsetlin Machine Unified - One Codebase to Rule Them All