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Ole-Christoffer Granmo

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Efficient Data Fusion using the Tsetlin Machine

Oct 26, 2023
Rupsa Saha, Vladimir I. Zadorozhny, Ole-Christoffer Granmo

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Harnessing Attention Mechanisms: Efficient Sequence Reduction using Attention-based Autoencoders

Oct 23, 2023
Daniel Biermann, Fabrizio Palumbo, Morten Goodwin, Ole-Christoffer Granmo

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Contracting Tsetlin Machine with Absorbing Automata

Oct 17, 2023
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Per-Arne Andersen, Svein Anders Tunheim, Rishad Shafik, Alex Yakovlev

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Generalized Convergence Analysis of Tsetlin Machines: A Probabilistic Approach to Concept Learning

Oct 03, 2023
Mohamed-Bachir Belaid, Jivitesh Sharma, Lei Jiao, Ole-Christoffer Granmo, Per-Arne Andersen, Anis Yazidi

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Learning Minimalistic Tsetlin Machine Clauses with Markov Boundary-Guided Pruning

Sep 12, 2023
Ole-Christoffer Granmo, Per-Arne Andersen, Lei Jiao, Xuan Zhang, Christian Blakely, Tor Tveit

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TMComposites: Plug-and-Play Collaboration Between Specialized Tsetlin Machines

Sep 12, 2023
Ole-Christoffer Granmo

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An FPGA Architecture for Online Learning using the Tsetlin Machine

Jun 01, 2023
Samuel Prescott, Adrian Wheeldon, Rishad Shafik, Tousif Rahman, Alex Yakovlev, Ole-Christoffer Granmo

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Energy-frugal and Interpretable AI Hardware Design using Learning Automata

May 19, 2023
Rishad Shafik, Tousif Rahman, Adrian Wheeldon, Ole-Christoffer Granmo, Alex Yakovlev

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Verifying Properties of Tsetlin Machines

Mar 25, 2023
Emilia Przybysz, Bimal Bhattarai, Cosimo Persia, Ana Ozaki, Ole-Christoffer Granmo, Jivitesh Sharma

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Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification

Jan 20, 2023
Jinbao Zhang, Xuan Zhang, Lei Jiao, Ole-Christoffer Granmo, Yongjun Qian, Fan Pan

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