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Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook



Morten Goodwin , Kim Tallaksen Halvorsen , Lei Jiao , Kristian Muri Knausgård , Angela Helen Martin , Marta Moyano , Rebekah A. Oomen , Jeppe Have Rasmussen , Tonje Knutsen Sørdalen , Susanna Huneide Thorbjørnsen

* 44 pages, 4 figures 

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On the Convergence of Tsetlin Machines for the AND and the OR Operators



Lei Jiao , Xuan Zhang , Ole-Christoffer Granmo

* arXiv admin note: text overlap with arXiv:2101.02547 

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Human Interpretable AI: Enhancing Tsetlin Machine Stochasticity with Drop Clause



Jivitesh Sharma , Rohan Yadav , Ole-Christoffer Granmo , Lei Jiao


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Explainable Tsetlin Machine framework for fake news detection with credibility score assessment



Bimal Bhattarai , Ole-Christoffer Granmo , Lei Jiao

* 11 pages, 4 figures, 4 tables 

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Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines



Bimal Bhattarai , Ole-Christoffer Granmo , Lei Jiao

* 18 pages, 11 figures, 8 tables 

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Distributed Word Representation in Tsetlin Machine



Rohan Kumar Yadav , Lei Jiao , Ole-Christoffer Granmo , Morten Goodwin

* 9 pages, 13 figures, and 4 tables 

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Towards Deployment of Deep-Reinforcement-Learning-Based Obstacle Avoidance into Conventional Autonomous Navigation Systems



Linh Kästner , Teham Buiyan , Xinlin Zhao , Lei Jiao , Zhengcheng Shen , Jens Lambrecht

* 8 pages, 21 figures 

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On the Convergence of Tsetlin Machines for the XOR Operator



Lei Jiao , Xuan Zhang , Ole-Christoffer Granmo , K. Darshana Abeyrathna

* 31 pages, 3 figures 

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Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier



Bimal Bhattarai , Ole-Christoffer Granmo , Lei Jiao

* 10 pages, 5 figures, 3 tables 

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Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling



K. Darshana Abeyrathna , Bimal Bhattarai , Morten Goodwin , Saeed Gorji , Ole-Christoffer Granmo , Lei Jiao , Rupsa Saha , Rohan K. Yadav

* 8 pages, 13 figures 

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