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Svein Anders Tunheim

Svein Anders Tunheim

Department of Information and Communication Technology >

 

+47 37 23 34 32

+47 414 24 266

Office:
A03206 ( Jon Lilletuns vei 9, Grimstad )

Svein Anders is a PhD research fellow at the University of Agder, at Centre for Artificial Intelligence Research (CAIR, https://cair.uia.no). 

He completed his MSc degree in Electrical Engineering at The Norwegian University of Science and Technology (NTNU) in 1991. From 1992 to 1996 he worked as research scientist at SI (Senter for Industriforskning) and SINTEF within the field of mixed-signal integrated circuits (ICs). 

He was co-founder of Chipcon, a leading global supplier of low-power radio frequency ICs and radio protocols. Chipcon was acquired by Texas Instruments in 2006. The latest years he has worked with technology companies mainly through board member positions. He has a broad range of technology interests, including IC design, radio communications and machine learning. Currently, at CAIR, he is working on low-power hardware implementations of machine learning systems based on the Tsetlin Machine.  

Scientific publications

  • Abeyrathna, Kuruge Darshana; Abouzeid, Ahmed Abdulrahem Othman; Bhattarai, Bimal; Giri, Charul; Glimsdal, Sondre; Granmo, Ole-Christoffer; Lei, Jiao; Saha, Rupsa; Sharma, Jivitesh; Tunheim, Svein Anders; Zhang, Xuan (2023). Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. ISBN: 978-1-956792-03-4. AAAI Press. Chapter. s 3395 - 3403.
  • Bhattarai, Bimal; Granmo, Ole-Christoffer; Lei, Jiao; Andersen, Per-Arne; Tunheim, Svein Anders; Shafik, Rishad Ahmed; Yakovlev, Alexandre (2023). Contracting Tsetlin Machine with Absorbing Automata. 2023 International Symposium on the Tsetlin Machine (ISTM). ISBN: 979-8-3503-4477-6. IEEE conference proceedings. Chapter.
  • Tunheim, Svein Anders; Lei, Jiao; Shafik, Rishad Ahmed; Yakovlev, Alexandre; Granmo, Ole-Christoffer (2023). Convolutional Tsetlin Machine-based Training and Inference Accelerator for 2-D Pattern Classification. Microprocessors and Microsystems: Embedded Hardware Design (MICPRO). ISSN: 0141-9331. 103doi:10.1016/j.micpro.2023.104949.
  • Sahu, Prajwal Kumar; Boppu, Srinivas; Shafik, Rishad Ahmed; Tunheim, Svein Anders; Granmo, Ole-Christoffer; Cenkeramaddi, Linga Reddy (2023). Enhancing Inference Performance through Include only Literal Incorporation in Tsetlin Machine. 2023 International Symposium on the Tsetlin Machine (ISTM). ISBN: 979-8-3503-4477-6. IEEE conference proceedings. Chapter.
  • Tunheim, Svein Anders; Lei, Jiao; Granmo, Ole-Christoffer (2023). Model Export for the Convolutional Coalesced Tsetlin Machine. 2023 International Symposium on the Tsetlin Machine (ISTM). ISBN: 979-8-3503-4477-6. IEEE conference proceedings. Chapter.
  • Tunheim, Svein Anders; Lei, Jiao; Shafik, Rishad Ahmed; Yakovlev, Alexandre; Granmo, Ole-Christoffer (2022). A Convolutional Tsetlin Machine-based Field Programmable Gate Array Accelerator for Image Classification. 2022 International Symposium on the Tsetlin Machine (ISTM 2022). ISBN: 978-1-6654-7116-9. IEEE conference proceedings. Chapter. s 21 - 28.
  • Tunheim, Svein Anders; Yadav, Rohan Kumar; Lei, Jiao; Shafik, Rishad; Granmo, Ole-Christoffer (2022). Cyclostationary Random Number Sequences for the Tsetlin Machine. Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence. 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, Kitakyushu, Japan, July 19–22, 2022, Proceedings. ISBN: 978-3-031-08529-1. Springer. Conference paper. s 844 - 856.
  • Glimsdal, Sondre; Saha, Rupsa; Bhattarai, Bimal; Giri, Charul; Sharma, Jivitesh; Tunheim, Svein Anders; Yadav, Rohan Kumar (2022). Focused Negative Sampling for Increased Discriminative Power in Tsetlin Machines. 2022 International Symposium on the Tsetlin Machine (ISTM 2022). ISBN: 978-1-6654-7116-9. IEEE conference proceedings. Chapter. s 73 - 80.
  • Tunheim, Svein Anders; Lei, Jiao; Granmo, Ole-Christoffer (2023). Model Export for the Convolutional Coalesced Tsetlin Machine.
  • Sahu, Prajwal Kumar; Boppu, Srinivas; Shafik, Rishad Ahmed; Tunheim, Svein Anders; Granmo, Ole-Christoffer; Cenkeramaddi, Linga Reddy (2023). Enhancing Inference Performance through Include only Literal Incorporation in Tsetlin Machine.

Last changed: 15.09.2021 12:09