Eero Lehtonen
D.Sc.(Tech.)
eero.lennart.lehtonen@utu.fi +358 50 577 9597 Joukahaisenkatu 1 Turku ORCID identifier: https://orcid.org/0000-0002-7327-7938 |
Areas of expertise
Computer and machine vision; sensor fusion
Computer and machine vision; sensor fusion
Biography
Eero Lehtonen received the M.Sc. degree in mathematics and the D.Sc. (Tech.) degree in electronics from the University of Turku, in 2006 and 2013, respectively. He is currently working as a Senior Researcher with the Digital Health Technology Group, Department of Computing, University of Turku, Finland, where his research interests include computer vision and medical imaging. He has also worked in several companies as a machine vision specialist.
Research
Computer vision and sensor fusion for improving biomedical diagnostics and medical imaging.
Publications
- A Performance Case-Study on Memristive Computing-in-Memory versus Von Neumann Architecture (2016) Proceedings Data Compression Conference Koskinen L, Tissari J, Teittinen J, Lehtonen E, Laiho M, Poikonen JH
(Other publication) - A real-time approach for heart rate monitoring using a Hilbert transform in seismocardiograms (2016)
- Physiological Measurement
(A1 Refereed original research article in a scientific journal) - Associative Memory with Occurrence Statistics (2016) Proceedings of the 2016 IEEE International Symposium on Circuits and Systems Mika Laiho, Eero Lehtonen, Jussi Poikonen, Pentti Kanerva
(A4 Refereed article in a conference publication ) - Detecting indications of acute myocardial infarction using smartphone only solution (2016) Tero Koivisto, Olli Lahdenoja, Tero Hurnanen, Mojtaba Jafari Tadi, Eero Lehtonen, Tuija Vasankari, Antti Saraste, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä
(Other publication) - Gyrocardiography: A new non-invasive approach in the study of mechanical motions of the heart. Concept, method and initial observations (2016) 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Mojtaba Jafari Tadi, Eero Lehtonen, Mikko Pankäälä, Antti Saraste, Tuija Vasankari, Mika Teräs, Tero Koivisto
(A4 Refereed article in a conference publication ) - Hidden Markov Model Inference in an Associative Memory Architecture (2016) Proceedings of the 2016 International Joint Conference on Neural Networks Jussi Poikonen, Mika Laiho, Eero Lehtonen, Timo Knuutila
(A4 Refereed article in a conference publication ) - MEMS Gating: A new dual gating technique for eliminating motion-related inaccuracies in PET imaging (2016) Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), 2016 Mojtaba Jafari Tadi, Jarmo Teuho, Eero Lehtonen, Antti Saraste, Mikko Pänkäälä, Tero Koivisto, Mika Teräs
(A4 Refereed article in a conference publication ) - On Robustness of Sparse High-D Computing (2016)
- International Workshop on Cellular Nanoscale Networks and their Applications
(A4 Refereed article in a conference publication ) - Recursive Functions in High-Dimensional Computing with Random Vectors (2016) Proceedings of the 2016 International Joint Conference on Neural Networks Jussi Poikonen, Eero Lehtonen, Mika Laiho
(A4 Refereed article in a conference publication ) - A 512×512-cell associative CAM/Willshaw memory with vector arithmetic (2015) Circuits and Systems (ISCAS), 2015 IEEE International Symposium on Mika Laiho, Jonne Poikonen, Eero Lehtonen, Mikko Pänkäälä, Jussi Poikonen, Pentti Kanerva
(A4 Refereed article in a conference publication ) - A 512x512-Cell Associative CAM/Willshaw Memory with Vector Arithmetic (2015)
- IEEE International Symposium on Circuits and Systems. Proceedings
(A4 Refereed article in a conference publication ) - FPAA/Memristor Hybrid Computing Infrastructure (2015)
- IEEE Transactions on Circuits and Systems I: Regular Papers
(A1 Refereed original research article in a scientific journal) - High-dimensional computing with sparse vectors (2015) 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS Mika Laiho, Jussi Poikonen, Pentti Kanerva, Eero Lehtonen
(A4 Refereed article in a conference publication ) - Implementation of nondeterministic finite automata in an autoassociative CAM circuit (2015) Circuits and Systems (ISCAS), 2015 IEEE International Symposium on Jussi Poikonen, Eero Lehtonen, Mika Laiho, Timo Knuutila
(A4 Refereed article in a conference publication ) - K-means clustering in a memristive logic array (2015) 2015 IEEE 15TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO) Tissari J, Poikonen JH, Lehtonen E, Laiho M, Koskinen L
(B3 Non-refereed article in a conference publication) - Recursive Algorithms in Memristive Logic Arrays (2015)
- IEEE Journal of Emerging and Selected Topics in Circuits and Systems
(A1 Refereed original research article in a scientific journal) - Seismocardiography: Toward Heart Rate Variability (HRV) Estimation (2015) 2015 IEEE International Symposium on Medical Measurements and Applications (MEMEA 2015) Proceedings Mojtaba Jafari Tadi, Eero Lehtonen, Tero Koivisto, Mikko Pänkäälä, Ari Paasio, Mika Teräs
(A4 Refereed article in a conference publication ) - A cellular architecture for memristive stateful logic (2014)
- International Workshop on Cellular Nanoscale Networks and their Applications
(A4 Refereed article in a conference publication ) - A cellular computing architecture for parallel memristive stateful logic (2014)
- Microelectronics Journal
(A1 Refereed original research article in a scientific journal) - Analog signal processing on a FPAA/memristor hybrid circuit (2014)
- IEEE International Symposium on Circuits and Systems. Proceedings
(A4 Refereed article in a conference publication )