Niklas Karvonen
Niklas Karvonen

Niklas Karvonen

niklas.karvonen@ltu.se
A2303 Luleå

About me

I'm a computer geek that has a burning interest in acquiring new skills and challenges. One of my main interests is programming and I have a wide experience ranging from embedded systems to mobile applications, deskop applications, and web. On my spare time I play the drums in Machinae Supremacy, and enjoy riding motorcycles and snow mobiles.

MC3.jpg
IMG_90641.jpg

Videos

Publications

Conference paper

Low-Power Classification using FPGA (2019)

An Approach based on Cellular Automata, Neural Networks, and Hyperdimensional Computing
Karvonen. N, Nilsson. J, Kleyko. D, Jimenez. L
Part of: 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA), s. 370-375, IEEE, 2019
Conference paper

H2Al - The Human Health and Activity Laboratory (2018)

Synnes. K, Lilja. M, Nyman. A, Espinilla. M, Cleland. I, Sanchez Comas. A, et al.
Part of: 12th International Conference on Ubiquitous Computing and Ambient ‪Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, 4-7 December, 2018., MDPI, 2018, 1241
Article in journal

Classifier Optimized for Resource-constrained Pervasive Systems and Energy-efficiency (2017)

Karvonen. N, Jimenez. L, Gomez Simon. M, Nilsson. J, Kikhia. B, Hallberg. J
International Journal of Computational Intelligence Systems, Vol. 10, nr. 1, s. 1272-1279
Conference paper

A Computationally Inexpensive Classifier Merging Cellular Automata and MCP-Neurons (2016)

Karvonen. N, Kikhia. B, Jimenez. L, Gomez Simon. M, Hallberg. J
Part of: Ubiquitous Computing and Ambient Intelligence, 10th International Conference, UCAmI 2016, San Bartolomé de Tirajana, Gran Canaria, Spain, November 29 – December 2, 2016, Part II, s. 368-379, Springer, 2016