20002020

Research output per year

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Personal profile

Artistic and research interests

Dr. Särkkä is an Associate Professor in Sensor informatics and medical technology at the Department of Electrical Engineering and Automation (EEA) at Aalto University. His research interests are in multi-sensor data processing systems with applications in location sensing, health and medical technology, machine learning, inverse problems, and brain imaging.

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Research Output

Gaussian mixture models for signal mapping and positioning

Raitoharju, M., García-Fernández, Á. F., Hostettler, R., Piché, R. & Särkkä, S., 1 Mar 2020, In : Signal Processing. 168, 11 p., 107330.

Research output: Contribution to journalArticleScientificpeer-review

  • Importance Densities for Particle Filtering Using Iterated Conditional Expectations

    Hostettler, R., Tronarp, F., Garcia-Fernandez, A. F. & Sarkka, S., 1 Jan 2020, In : IEEE Signal Processing Letters. 27, p. 211-215 5 p., 8951063.

    Research output: Contribution to journalArticleScientificpeer-review

  • Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection

    Zhao, Z., Särkkä, S. & Rad, A. B., 30 Apr 2020, In : Journal of Signal Processing Systems. 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
  • 13 Downloads (Pure)

    Multispectral photon-counting for medical imaging and beam characterization

    Brücken, E., Bharthuar, S., Emzir, M., Golovleva, M., Gädda, A., Hostettler, R., Härkönen, J., Kirschenmann, S., Litichevskyi, V., Luukka, P., Martikainen, L., Naaranoja, T., Nincǎ, I., Ott, J., Petrow, H., Purisha, Z., Siiskonen, T., Särkkä, S., Tikkanen, J., Tuuva, T. & 1 others, Winkler, A., 18 Feb 2020, In : Journal of Instrumentation. 15, 2, 11 p., C02024.

    Research output: Contribution to journalArticleScientificpeer-review

  • Neural Network Based Identification of Fuel Injection Rate Profiles for Diesel Engines

    Immonen, E., Lauren, M., Roininen, L. & Särkkä, S., Feb 2020, Proceedings of the 9th International Conference on Industrial Technology and Management, ICITM 2020. IEEE, p. 138-143 6 p. 9080367

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  • Projects

    ADAFUME: Advanced data fusion methods for environmental modeling

    Särkkä, S., Gao, R. & Corenflos, A.

    01/01/202031/12/2023

    Project: Academy of Finland: Other research funding

    Parallel and distributed computing for Bayesian graphical models

    Särkkä, S., Emzir, M. & Hassan, S.

    04/09/201931/12/2022

    Project: Academy of Finland: Other research funding

    Profi2 Särkkä T41000

    Särkkä, S. & Mäkelä, K.

    01/01/201931/08/2020

    Project: Academy of Finland: Competitive funding to strengthen university research profiles

    AI methods for preterm infants

    Jaskari, J., Palva, L. & Särkkä, S.

    01/01/201931/12/2019

    Project: Business Finland: Other research funding

    Prizes

    Best paper finalist and runner-up award, Computer Track

    Jaakko Hollmen (Recipient), Simo Särkkä (Recipient) & Olli-Pekka Rinta-Koski (Recipient), 15 Dec 2017

    Prize: Award or honor granted for a specific work

    Tammy L. Blair Best Student Paper Award, First Runner-Up

    Filip Tronarp (Recipient), Roland Hostettler (Recipient) & Simo Särkkä (Recipient), 7 Jul 2016

    Prize: Award or honor granted for a specific work

    File

    Tammy L. Blair Best Student Paper Award, First Runner-Up

    Jakub Prüher (Recipient), Filip Tronarp (Recipient), Toni Karvonen (Recipient), Simo Särkkä (Recipient) & Ondrej Straka (Recipient), 13 Jul 2017

    Prize: Award or honor granted for a specific work

    File

    The best student paper award winner

    Simo Särkkä (Recipient), 2016

    Prize: Award or honor granted for a specific work

  • Activities

    PhD graduation committee member, Linköping University, Sweden

    Simo Särkkä (Member)
    2017

    Activity: Examination typesPre-examination of dissertation or acting as opponent to doctoral students

    IEEE Finland CSS/RAS/SMCS Joint chapter (External organisation)

    Simo Särkkä (Chair)
    20172018

    Activity: Membership typesPosition of trust in a society or network

    PhD assessment committee member in a thesis, Technical University of Denmark

    Simo Särkkä (Member)
    2017

    Activity: Examination typesPre-examination of dissertation or acting as opponent to doctoral students

    Foreign Organisation

    Simo Särkkä (Visiting researcher)
    4 May 2016

    Activity: Visiting an external institution typesVisit abroad

    Press / Media

    Professori Simo Särkkä kutsuttu Instrumentariumin Tiedesäätiön hallitukseen

    Simo Särkkä

    03/07/2020

    1 item of Media coverage

    Press/Media: Media appearance

    Anturien maailma

    Simo Särkkä

    27/09/2019

    1 item of Media coverage

    Press/Media: Media appearance

    Tallink Grupp’s ship Megastar will take part in research project for autonomous ships

    Simo Särkkä

    04/02/201906/02/2019

    2 items of Media coverage

    Press/Media: Media appearance

    Autonomous Shipping Project to Trial Sensor Technology

    Simo Särkkä

    05/02/2019

    1 item of Media coverage

    Press/Media: Media appearance

    Autonomous shipping project tries multiple sensors enhancing safety

    Simo Särkkä

    05/02/2019

    1 item of Media coverage

    Press/Media: Media appearance