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A Tsetlin Machine with Multigranular Clauses

A Tsetlin Machine with Multigranular Clauses

SGAI Conferences (SGAI), 2019
16 September 2019
S. Gorji
Ole-Christoffer Granmo
Adrian Phoulady
M. G. Olsen
ArXiv (abs)PDFHTML

Papers citing "A Tsetlin Machine with Multigranular Clauses"

10 / 10 papers shown
Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines
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
338
5
0
04 Jun 2024
Energy-frugal and Interpretable AI Hardware Design using Learning
  Automata
Energy-frugal and Interpretable AI Hardware Design using Learning Automata
Rishad Shafik
Tousif Rahman
A. Wheeldon
Ole-Christoffer Granmo
Alex Yakovlev
164
0
0
19 May 2023
Coalesced Multi-Output Tsetlin Machines with Clause Sharing
Coalesced Multi-Output Tsetlin Machines with Clause Sharing
Sondre Glimsdal
Ole-Christoffer Granmo
300
36
0
17 Aug 2021
Low-Power Audio Keyword Spotting using Tsetlin Machines
Low-Power Audio Keyword Spotting using Tsetlin MachinesJournal of Low Power Electronics and Applications (J. Low Power Electron. Appl.), 2021
Jie Lei
Tousif Rahman
Rishad Shafik
A. Wheeldon
Alex Yakovlev
Ole-Christoffer Granmo
F. Kawsar
Akhil Mathur
257
46
0
27 Jan 2021
Massively Parallel and Asynchronous Tsetlin Machine Architecture
  Supporting Almost Constant-Time Scaling
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time ScalingInternational Conference on Machine Learning (ICML), 2020
Kuruge Darshana Abeyrathna
Bimal Bhattarai
Morten Goodwin
S. Gorji
Ole-Christoffer Granmo
Lei Jiao
Rupsa Saha
Rohan Kumar Yadav
LRM
279
44
0
10 Sep 2020
Closed-Form Expressions for Global and Local Interpretation of Tsetlin
  Machines with Applications to Explaining High-Dimensional Data
Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines with Applications to Explaining High-Dimensional DataInternational Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), 2020
Christopher D. Blakely
Ole-Christoffer Granmo
121
17
0
27 Jul 2020
A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic
  Tsetlin Machine Learning
A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning
Kuruge Darshana Abeyrathna
Ole-Christoffer Granmo
Rishad Shafik
Alex Yakovlev
A. Wheeldon
Jie Lei
Morten Goodwin
AI4CE
166
16
0
04 Jul 2020
Extending the Tsetlin Machine With Integer-Weighted Clauses for
  Increased Interpretability
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability
Kuruge Darshana Abeyrathna
Ole-Christoffer Granmo
Morten Goodwin
174
46
0
11 May 2020
Increasing the Inference and Learning Speed of Tsetlin Machines with
  Clause Indexing
Increasing the Inference and Learning Speed of Tsetlin Machines with Clause IndexingInternational Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), 2020
S. Gorji
Ole-Christoffer Granmo
Sondre Glimsdal
J. Edwards
M. G. Olsen
AI4CE
167
16
0
07 Apr 2020
A Regression Tsetlin Machine with Integer Weighted Clauses for Compact
  Pattern Representation
A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation
Kuruge Darshana Abeyrathna
Ole-Christoffer Granmo
M. G. Olsen
133
6
0
04 Feb 2020
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