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awesome-tsetlin-machine
A curated list of Tsetlin Machine research
https://github.com/cair/awesome-tsetlin-machine
Last synced: about 7 hours ago
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Table of Contents
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Conferences
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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
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Books
- An Introduction to Tsetlin Machines - Christoffer Granmo (2021)
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Courses
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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/)
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Videos and Lectures
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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
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Implementations
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Programming Languages
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