Dr. Jarno M. A. Tanskanen

Publications

Theses

  1. J. M. A. Tanskanen,
    Polynomial Predictive Filters: Implementation and Applications.
    Doctoral Dissertation, Helsinki University of Technology Institute of Intelligent Power Electronics Publications, Publication 5, Helsinki University of Technology, Espoo, Finland, Nov. 2000. Link to Publication.

  2. J. Tanskanen,
    Multiuser CDMA Power Control Simulator — Effects of Simple Prediction.
    Licentiate of Technology Thesis, Helsinki University of Technology, Espoo, Finland, Jan. 1998. Link to Publication.

  3. J. Tanskanen,
    Prediction of Received Signal Power in CDMA Cellular Systems.
    Master of Science Thesis, Helsinki University of Technology, Espoo, Finland, May 1995.

  4. Book Chapters

  5. L. Ylä-Outinen, J. M. A. Tanskanen, F. E. Kapucu, A. Hyysalo, J. A. K. Hyttinen, and S. Narkilahti,
    “Advances in human stem cell-derived neuronal cell culturing and analysis,”
    in In Vitro Neuronal Networks - From Culturing Methods to Neuro-Technological Applications (Advances in Neurobiology, Vol. 22), M. Chiappalone, V. Pasquale, and M. Frega, Eds., Cham, Switzerland: Springer, 2019, pp. 299–329. Link to Publication.

  6. J. M. A. Tanskanen and J. J. Viik,
    “Independent component analysis in ECG signal processing,”
    in Advances in Electrocardiograms - Methods and Analysis, R. M. Millis, Ed. Rijeka, Croatia: InTech, 2012, pp. 349–372. Link to Publication.

  7. Journal Articles

  8. A. Ahtiainen, B. Genocchi, J. M. A. Tanskanen, M. T. Barros, and J. A. K. Hyttinen,
    “Astrocytes exhibit a protective role in neuronal firing patterns under chemically induced seizures in neuron–astrocyte co-cultures,”
    International Journal of Molecular Sciences, Vol. 22, No. 23, 12770, Nov. 2021. Link to Publication.

  9. J. M. A. Tanskanen, A. Ahtiainen, and J. A. K. Hyttinen,
    “Towards closed-loop electrical stimulation of neuronal systems – A review,”
    Bioelectricity, Vol. 2, No. 4, pp. 328–347, Nov. 2020. Link to Publication.

  10. M. Böttrich, J. M. A. Tanskanen, and J. Hyttinen,
    “Lead field theory provides a powerful tool for designing microelectrode array impedance measurements for biological cell detection and observation,”
    BioMedical Engineering OnLine, 16:85, 17 pages, June 2017. Link to Publication.

  11. F. E. Kapucu, I. Vornanen, J. E. Mikkonen, C. Leone, K. Lenk, J. M. A. Tanskanen, and J. Hyttinen,
    “Spectral entropy based neuronal network synchronization analysis based on microelectrode array measurements,”
    Frontiers in Computational Neuroscience, Vol. 10, Article 112, 19 pages, Oct. 2016. Link to Publication.

  12. F. E. Kapucu, M. E.-L. Mäkinen, J. M. A. Tanskanen, L. Ylä-Outinen, S. Narkilahti, and J. A. K. Hyttinen,
    “Joint analysis of extracellular spike waveforms and neuronal network bursts,”
    Journal of Neuroscience Methods, Vol. 259, pp. 143–155, Feb. 2016. Link to Publication.

  13. X.-Z. Gao, J. Wang, J. M. A. Tanskanen, R. Bie, X. Wang, P. Guo, and K. Zenger,
    “Optimal classification of epileptic EEG signals using neural networks and harmony search methods,”
    Journal of Software, Vol. 9, No. 1, pp. 230–239, Jan. 2014. Link to Publication.

  14. F. E. Kapucu, J. M. A. Tanskanen, J. E. Mikkonen, L. Ylä-Outinen, S. Narkilahti, J. A. K. Hyttinen,
    “Burst analysis tool for developing neuronal networks exhibiting highly varying action potential dynamics,”
    Frontiers in Computational Neuroscience, Vol. 6, Article 38, 14 pages, June 2012. Link to Publication.

  15. T. Ryynänen, L. Ylä-Outinen, S. Narkilahti, J. M. A. Tanskanen, J. Hyttinen, J. Hämäläinen, M. Leskelä, and J. Lekkala,
    “Atomic layer deposited iridium oxide thin film as microelectrode coating in stem cell applications,”
    Journal of Vacuum Science and Technology A, Vol. 30, No. 4, pp. 041501-1–041501-5, July/Aug. 2012. Link to Publication.

  16. T. Ryynänen, V. Kujala, L. Ylä-Outinen, I. Korhonen, J. M. A. Tanskanen, P. Kauppinen, K. Aalto-Setälä, J. Hyttinen, E. Kerkelä, S. Narkilahti, and J. Lekkala,
    “All titanium microelectrode array for field potential measurements from neurons and cardiomyocytes – a feasibility study,”
    Micromachines, Vol. 2, No. 4, pp. 394–409, Dec. 2011. Link to Publication.

  17. V. J. Kujala, Z. C. Jimenez, J. Väisänen, J. M. A. Tanskanen, E. Kerkelä, J. Hyttinen, and K. Aalto-Setälä,
    “Averaging in vitro cardiac field potential recordings obtained with microelectrode arrays,”
    Computer Methods and Programs in Biomedicine, Vol. 104, No. 2, pp. 199–205, Nov. 2011. Link to Publication.

  18. T. J. Heikkilä, L. Ylä-Outinen, J. M. A. Tanskanen, R. S. Lappalainen, H. Skottman, R. Suuronen, J. E. Mikkonen, J. A. K. Hyttinen, and S. Narkilahti,
    “Human embryonic stem cell-derived neuronal cells form spontaneously active neuronal networks in vitro,”
    Experimental Neurology, Vol. 218, pp. 109–116, July 2009. Link to Publication.

  19. M. Pekkanen-Mattila, E. Kerkelä, J. M. A. Tanskanen, M. Pietilä, M. Pelto-Huikko, J. Hyttinen, H. Skottman, R. Suuronen, and K. Aalto-Setälä,
    “Substantial variation in the cardiac differentiation of human embryonic stem cell lines derived and propagated under the same conditions - a comparison of multiple cell lines,”
    Annals of Medicine, Vol. 41, pp. 360–370, 2009. Link to Publication.

  20. J. M. A. Tanskanen, J. E. Mikkonen, and M. Penttonen,
    “Independent component analysis of neural populations from multielectrode field potential measurements,”
    Journal of Neuroscience Methods, Vol. 145 pp. 213–232, June 2005. Link to Publication.

  21. J. M. A. Tanskanen and V. S. Dimitrov,
    “Round-off error-free fixed-point design of polynomial FIR predictors and predictive FIR differentiators,”
    Digital Signal Processing, A Review Journal, Vol. 13, pp. 42–57, Jan. 2003. Link to Publication.

  22. X. M. Gao, X. Z. Gao, J. M. A. Tanskanen, and S. J. Ovaska,
    “Power prediction in mobile communication systems using an optimal neural-network structure,”
    IEEE Transactions on Neural Networks, Vol. 8, pp. 1446–1455, Nov. 1997. Link to Publication.

  23. Conference Articles

  24. B. Genocchi, A. Ahtiainen, M. T. Barros, J. M. A. Tanskanen, J. Hyttinen, and K. Lenk,
    “Astrocytic control in in vitro and simulated neuron-astrocyte networks,”
    in Proc. Eight Annual ACM International Conference on Nanoscale Computing and Communication, virtual conf., Sept. 2021, Article no. 21, 7 pages. Link to Publication.

  25. J. Hyttinen, B. Genocchi, A. Ahtiainen, J. M. A. Tanskanen, K. Lenk, and M. T. Barros,
    “Astrocytes in modulating subcellular, cellular and intercellular molecular neuronal communication,”
    in Proc. Eight Annual ACM International Conference on Nanoscale Computing and Communication, virtual conf., Sept. 2021, Article no. 22, 6 pages. Link to Publication.

  26. J. M. A. Tanskanen, A. Ahtiainen, and J. A. K. Hyttinen,
    “Extracellular electrical stimulation-based in vitro neuroscience - a minireview of methods and a paradigm shift proposal,”
    in Proc. 26th IEEE International Conference on Electronics Circuits and Systems, Genova, Italy, Nov. 2019, pp. 883–886. Link to Publication.

  27. M. Hannula, J. A. K. Hyttinen, and J. M. A. Tanskanen,
    “Enhancing CT 3D images by independent component analysis of projection images,”
    in J. Henriques, N. Neves., and P. de Carvalho (eds.) XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019, Coimbra, Portugal, Sept. 2019. IFMBE Proceedings, vol 76. Springer, Cham, pp. 381–389. Link to Publication.

    [22] F. E. Kapucu, I. Välkki, F. Christophe, J. M. A. Tanskanen, J. Johansson, T. Mikkonen, and J. A. K. Hyttinen,
    “On electrophysiological signal complexity during biological neuronal network development and maturation,”
    in Proc. 39th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, JeJu Island, South Korea, July 2017, pp. 3333–3338. Link to Publication.

    [23] F. E. Kapucu, J. M. A. Tanskanen, F. Christophe, T. Mikkonen, and J. Hyttinen,
    “Evaluation of the effective and functional connectivity estimators for microelectrode array recordings during in vitro neuronal network maturation,”
    in Proc. Joint Conference of the European Medical and Biological Engineering Conference and the Nordic-Baltic Conference on Biomedical Engineering, Tampere, Finland, June 2017, pp. 1105–1108. Link to Publication.

    [24] J. M. A. Tanskanen, F. E. Kapucu, I. Vornanen, and J. Hyttinen,
    “Automatic objective thresholding to detect neuronal action potentials,”
    in Proc. 24th European Signal Processing Conference, Budapest, Hungary, Aug.-Sept. 2016, pp. 662–666. Link to Publication.

    [25] F. E. Kapucu, J. M. A. Tanskanen, J. E. Mikkonen, and J. Hyttinen,
    “Analyzing the feasibility of time correlated spectral entropy for the assessment of neuronal synchrony,”
    in Proc. 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society of the IEEE Engineering in Medicine and Biology Society, Orlando, FL, USA, Aug. 2016, pp. 1595–1598. Link to Publication.

    [26] F. E. Kapucu, J. M. A. Tanskanen, Y. Yuting, J. A. K. Hyttinen,
    “A fast stimulability screening protocol for neuronal cultures on microelectrode arrays,”
    in Proc. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society of the IEEE Engineering in Medicine and Biology Society, Milano, Italy, Aug. 2015, pp. 3440–3443. Link to Publication.

    [27] F. E. Kapucu, J. E. Mikkonen, J. M. A. Tanskanen, J. Hyttinen,
    “Quantification and automatized adaptive detection of in vivo and in vitro neuronal bursts based on signal complexity,”
    in Proc. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society of the IEEE Engineering in Medicine and Biology Society, Milano, Italy, Aug. 2015, pp. 4729–4732. Link to Publication.

    [28] J. M. A. Tanskanen, F. E. Kapucu, and J. A. K. Hyttinen,
    “On the threshold based neuronal spike detection, and an objective criterion for setting the threshold,”
    in Proc. 7th Annual International IEEE EMBS Conference on Neural Engineering, Montpellier, France, Apr. 2015, pp. 1016–1019. Link to Publication.

    [29] J. M. A. Tanskanen, X. Z. Gao, J. Wang, P. Guo, J. A. K. Hyttinen, and V. S. Dimitrov,
    “Experimental comparison of geometric, arithmetic and harmonic means for EEG event related potential detection,”
    in Proc. 8th International Conference on Computational Intelligence and Security, Guangzhou, China, Nov. 2012, pp. 112–116. Link to Publication.

    [30] X. Z. Gao, J. Wang, J. M. A. Tanskanen, R. Bie, and P. Guo,
    “BP neural networks with harmony search method-based training for epileptic EEG signal classification,”
    in Proc. 8th International Conference on Computational Intelligence and Security, Guangzhou, China, Nov. 2012, pp. 252–257. Link to Publication.

    [31] J. Wang, X. Z. Gao, J. M. A. Tanskanen, and P. Guo,
    “Epileptic EEG signal classification with ANFIS based on harmony search method,”
    in Proc. 8th International Conference on Computational Intelligence and Security, Guangzhou, China, Nov. 2012, pp. 690–694. Link to Publication.

    [32] P. Guo, J. Wang, X. Z. Gao, and J. M. A. Tanskanen,
    “Epileptic EEG signal classification with marching pursuit based on harmony search method,”
    in Proc. 2012 IEEE International Conference on Systems, Man, and Cybernetics, Seoul, Korea, Oct. 2012, pp. 283–288. Link to Publication.

    [33] N. P. Subramaniyam, J. Peltola, J. M. A. Tanskanen, K. Wendel-Mitoraj, J. Hyttinen, and J. Malmivuo,
    “Source localization based on ictal electroencephalographic recordings,”
    in Proc. International Symposium on Biomedical Engineering and Medical Physics, Riga, Latvia, Oct. 2012, IFMBE Proceedings, Vol. 38, 2013, pp. 26–30. Link to Publication.

    [34] F. E. Kapucu, J. M. A. Tanskanen, J. E. Mikkonen, L. Ylä-Outinen Laura, S. Narkilahti, and J. A. K. Hyttinen,
    “Burst analysis methods for analyzing maturing neuronal networks with variable firing statistics,”
    in Conf. Proc. 8th International Meeting on Substrate-Integrated Micro Electrode Arrays, Reutlingen, Germany, July 2012, pp. 240–241.

    [35] K. Wendel, K. Suominen, P. Kauppinen, E. Sonkajärvi, J. M. A. Tanskanen, K. Kamata, O. Väisänen, J. Hyttinen, and V. Jäntti,
    “Recording cortical EEG subcortically — Improved EEG monitoring from depth-stimulation electrodes,”
    in Proc. 2011 8th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart & 2011 8th International Conference on Bioelectromagnetism, Banff, AB, Canada, May 2011, pp. 126–130. Link to Publication.

    [36] J. M. A. Tanskanen, P. Kauppinen, T. Ryynänen, J. Lekkala, and J. A. K. Hyttinen,
    “On microelectrode impedance measurements,”
    in Conf. Proc. 7th International Meeting on Substrate-Integrated Micro Electrode Arrays, Reutlingen, Germany, June-July 2010, pp. 243–244. Link to Publication.

    [37] F. E. Kapucu, J. M. A. Tanskanen, J. E. Mikkonen, L. Ylä-Outinen, S. Narkilahti, and J. A. K. Hyttinen,
    “Tracking the network development of hESC derived neurons during maturation,”
    in Conf. Proc. 7th International Meeting on Substrate-Integrated Micro Electrode Arrays, Reutlingen, Germany, June-July 2010, pp. 94–95. Link to Publication.

    [38] T. J. Heikkilä, J. Mikkonen, J. M. A. Tanskanen, L. Ylä-Outinen, R. Lappalainen, S. Narkilahti, and J.K. Hyttinen,
    “Functionality of neuronal networks derived from human embryonic stem cells,”
    in Proc. 11th World Congress on Medical Physics and Biomedical Engineering, München, Germany, Sept. 2009, pp. 316–318. Link to Publication.

    [39] J. Hyttinen, T. Heikkilä, L. Ylä-Outinen, A. Reska, E. Kapucu, J. Mikkonen, J. Tanskanen, R. Suuronen, H. Skottman, P. Schulte, and S. Narkilahti,
    “Dynamics of activity during the maturation of neural network derived from human embryonic stem cells,”
    in Proc. The European Future Technologies Conference, Science beyond Fiction, Prague, Czech Republic, Apr. 2009, pp. 43–44.

    [40] F. E. Kapucu, M. Pekkanen-Mattila, V. Kujala, J. Viik, K. Aalto-Setälä, E. Kerkelä, J. M. A. Tanskanen, and J. Hyttinen,
    “Beating rate variability studies with human embryonic stem cell derived cardiomyocytes,”
    in IFMBE Proc. MBEC 2008 4th European Congress for Medical and Biomedical Engineering, Antwerp, Belgium, Nov. 2008, pp. 8–11. Link to Publication.

    [41] J. M. A. Tanskanen, J. M. Leppänen, J. K. Hietanen, and J. A. K. Hyttinen,
    “Independent component analysis in processing event related potentials in electroencephalograms,”
    in Proc. 2008 International Biennial Baltic Electronics Conference, Tallinn, Estonia, October, 2008, pp. 265–268. Link to Publication.

    [42] J. M. A. Tanskanen, J. Väisänen, M. Pekkanen-Mattila, and J. A. K. Hyttinen,
    “Electromagnetic simulation of contracting cardiomyocyte cultures on MEA,”
    in Conf. Proc. 6th International Meeting on Substrate-Integrated Micro Electrode Arrays, Reutlingen, Germany, July 2008, pp. 139–140. Link to Publication.

    [43] T. Heikkilä, J. Tanskanen, L. Ylä-Outinen, R. Lappalainen, R. Suuronen, H. Skottman, S. Narkilahti, and J. Hyttinen,
    “Culturing and measuring of human embryonic stem cell-derived neuronal cells on MEA,”
    in Conf. Proc. 6th International Meeting on Substrate-Integrated Micro Electrode Arrays, Reutlingen, Germany, July 2008, pp. 100–101. Link to Publication.

    [44] J. M. A. Tanskanen, J. Soini, J. Väisänen, M .Pekkanen-Mattila, L. Lehtonen, S. Narkilahti, E. Kerkelä, K .Aalto-Setälä, R. Suuronen, and J. A. K. Hyttinen,
    “Effects of microelectrode array reference/ground electrode constellations on electrical stimulation of cell cultures,”
    in Proc. 6th International Conference on Bioelectromagnetism, Fukushima, Japan, Oct. 2007. Appears in: Kazuo Yana and Daming Wei (eds.) International Journal of Bioelectromagnetism. Special Issue on Recent Trends in Bioelectromagnetism vol. 9, issue 1, pp. 116–117. Link to Publication.

    [45] Z. Daidi, S. Siltanen, J. M. A. Tanskanen, and J. Hyttinen,
    “Using micro electrode array for on-line EIT measurement,”
    in IFMBE Proceedings, 13th Int. Conf. Electrical Bioimpedance and 8th Conf. Electrical Impedance Tomography, Graz, Austria, Aug.–Sept. 2007, vol. 17, pp. 444–447. Link to Publication.

    [46] J. M. A. Tanskanen, Jarno E. Mikkonen, J. A. K. Hyttinen, and M. Penttonen,
    “Observing frequency content time evolution of independent hippocampal signals,”
    in Proc. 28th Annual Int. Conf. of the IEEE Engineering in Medicine and Biology Society, New York City, NY, USA, Aug.–Sept. 2006, pp. 727–730. Link to Publication.

    [47] J. M. A. Tanskanen, Jari J. Viik, and Jari A. K. Hyttinen,
    “Independent component analysis of parameterized ECG signals,”
    in Proc. 28th Annual Int. Conf. of the IEEE Engineering in Medicine and Biology Society, New York City, NY, USA, Aug.–Sept. 2006, pp. 5704–5707. Link to Publication.

    [48] J. M. A. Tanskanen, J. J. Viik, and J. A. K. Hyttinen,
    “Independent component analysis of parameterized electrocardiogram signals,”
    in Proc. 7th Nordic Signal Processing Symposium – NORSIG 2006, Reykjavik, Iceland, June 2006, pp. 230–233. Link to Publication.

    [49] J. M. A. Tanskanen, J. A. K. Hyttinen, and V. S. Dimitrov,
    “Probabilistic error free design of long fixed-point polynomial FIR predictors,”
    in Proc. 7th Nordic Signal Processing Symposium – NORSIG 2006, Reykjavik, Iceland, June 2006, pp. 22–25. Link to Publication.

    [50] J. M. A. Tanskanen, J. E. Mikkonen, and M. Penttonen,
    “Independent component analysis applied to multielectrode field potential measurements,”
    in Proc. 6th Nordic Signal Processing Symposium – NORSIG 2004, Espoo, Finland, June 2004, pp. 153–156.

    [51] J. M. A. Tanskanen and V. S. Dimitrov,
    “Probabilistic design of long quantization error free fixed-point polynomial predictors,”
    in Proc. 5th Nordic Signal Processing Symposium, on board Hurtigruten from Tromsø to Trondheim, Norway, Oct. 2002, 6 pages.

    [52] V. S. Dimitrov and J. M. A. Tanskanen,
    “Probabilistic design of long error free fixed-point polynomial predictors and differentiators,”
    in Proc. IASTED International Conference on Signal and Image Processing, Kauai, HI, USA, Aug. 2002, pp. 389–393. Link to Abstract.

    [53] J. M. A. Tanskanen and M. J. Rintamäki,
    “Mobile communications system simulator development using structured analysis,”
    in Proc. IEEE Vehicular Technology Conference - Fall 2001, Atlantic City, NJ, USA, Oct. 2001, pp. 2547–2551. Link to Publication.

    [54] M. T. Tommiska, J. M. A. Tanskanen, and J. O. Skyttä,
    “Hardware-based adaptive general parameter extension in WCDMA power control,”
    in Proc. IEEE Vehicular Technology Conference - Fall 2001, Atlantic City, NJ, USA, Oct. 2001, pp. 2023–2027. Link to Publication.

    [55] J. Martikainen, J. Tanskanen, X.-Z. Gao, and S. J. Ovaska,
    “Organizing an online soft computing conference: a case study,”
    in Proc. IEEE Mountain Workshop on Soft Computing in Industrial Applications, Blacksburg, VA, USA, June 2001, pp. 17–22. Link to Publication.

    [56] J. M. A. Tanskanen, O. Vainio, and S. J. Ovaska,
    “Adaptive general parameter extension for tuning FIR predictors,”
    in Proc. IFAC Workshop on Linear Time Delay Systems, Ancona, Italy, Sept. 2000, pp. 42–47. Link to Publication.

    [57] J. M. A. Tanskanen, S. J. Ovaska, and O. Vainio,
    “Adaptive general parameter extension to FIR predictors,”
    in Proc. European Signal Processing Conference, Tampere, Finland, Sept. 2000, pp. 1005–1008.

    [58] J. M. A. Tanskanen,
    “Coefficient quantization error free fixed-point IIR polynomial predictor design,”
    in Proc. 2000 IEEE Nordic Signal Processing Symposium, Kolmården, Sweden, June 2000, pp. 219–222. Link to Publication.

    [59] J. M. A. Tanskanen and V. S. Dimitrov,
    “Round-off error free fixed-point design of polynomial FIR predictors,”
    in Proc. 33rd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, Oct. 1999, pp. 1317–1321. Link to Publication.

    [60] V. S. Dimitrov and J. M. A. Tanskanen,
    “Round-off error free fixed-point design of polynomial-predictive FIR differentiators,”
    in Proc. IASTED Intelligent Systems and Control, Santa Barbara, CA, USA, Oct. 1999, pp. 199–204. Link to Publication.

    [61] J. M. A. Tanskanen and S. J. Ovaska,
    “Coefficient sensitivity of polynomial predictive FIR differentiators: analysis,”
    in Proc. 42nd Midwest Symposium on Circuits and Systems, Las Cruses, NM, USA, Aug. 1999, pp. 405–408. Link to Publication.

    [62] J. M. A. Tanskanen and S. J. Ovaska,
    “Coefficient sensitivity of polynomial-predictive FIR differentiators: design for short word length,”
    in Proc. 42nd Midwest Symposium on Circuits and Systems, Las Cruses, NM, USA, Aug. 1999, pp. 520–523. Link to Publication.

    [63] J. M. A. Tanskanen, A. Huang, and I. O. Hartimo,
    “Predictive power estimators in CDMA closed loop power control,”
    in Proc. 48th IEEE Vehicular Technology Conference, Ottawa, Ontario, Canada, May 1998, pp. 1091–1095. Link to Publication.

    [64] A. Huang, J. M. A. Tanskanen, and I. O. Hartimo,
    “Design of optimum power estimator based on Wiener model applied to mobile transmitter power control,”
    in Proc. 1998 IEEE International Symposium on Circuits and Systems, Monterey, CA, USA, May 1998, pp. 249–252. Link to Publication.

    [65] J. M. A. Tanskanen, J. Mattila, M. Hall, T. Korhonen, and S. J. Ovaska,
    “Predictive closed loop power control for mobile CDMA systems,”
    in Proc. 47th IEEE Vehicular Technology Conference, Phoenix, AZ, USA, May 1997, pp. 934–938. Link to Publication.

    [66] X. M. Gao, X. Z. Gao, J. M. A. Tanskanen, and S. J. Ovaska,
    “Power control for mobile DS/CDMA systems using a modified Elman neural network controller,”
    in Proc. 47th IEEE Vehicular Technology Conference, Phoenix, AZ, USA, May 1997, pp. 750–754. Link to Publication.

    [67] B. Varone, J. M. A. Tanskanen, and S. J. Ovaska,
    “Response analysis of feed-forward neural network predictors,”
    in Proc. 1997 International Conference on Acoustics, Speech, and Signal Processing, Munich, Germany, April 1997, pp. 3309–3312. Link to Publication.

    [68] J. M. A. Tanskanen, J. Mattila, M. Hall, T. O. Korhonen, and S. J. Ovaska,
    “Predictive closed loop transmitter power control,”
    in Proc. 1996 IEEE Nordic Signal Processing Symposium, Espoo, Finland, Sept. 1996, pp. 5–8. Link to Publication.

    [69] X. M. Gao, J. M. A. Tanskanen, and S. J. Ovaska,
    “Comparison of linear and neural network-based power prediction schemes for mobile DS/CDMA systems,”
    in Proc. 1996 Vehicular Technology Conference, Atlanta, GA, USA, Apr. 1996, pp. 61–65. Link to Publication.

    [70] J. M. A. Tanskanen, A. Huang, T. I. Laakso, and S. J. Ovaska,
    “Prediction of received signal power in CDMA cellular systems,”
    in Proc. 45th IEEE Vehicular Technology Conference, Chicago, IL, USA, July 1995, pp. 922–926. Link to Publication.

    Articles in Finnish Scientific Conferences

    [71] J. Tuppurainen, J. M. A. Tanskanen, and M. Penttonen,
    “Quality of in vivo electrical measurements inside an MRI magnet,”
    in Proc. 2003 Finnish Signal Processing Symposium, Tampere, Finland, May 2003, pp. 27–31.

    [72] J. M. A. Tanskanen,
    “Polynomial-predictive FIR design — a review,”
    in Proc. 2001 Finnish Signal Processing Symposium, Espoo, Finland, June 2001, pp. 13–16. Link to Publication.

    [73] J. Tanskanen, J. Mattila, M. Hall, T. Korhonen, and S. J. Ovaska,
    “Predictive closed loop power control for mobile CDMA systems,”
    in Proc. IRC Workshop '97, Espoo, Finland, Sept. 1997, pp. 41–42. Link to Publication.

    [74] J. M. A. Tanskanen,
    “A closed loop mobile power control simulator,”
    in Proc. URSI/IEEE/IRC XXI Convention on Radio Science, Otaniemi, Finland, Oct. 1996, pp. 25–26. Link to Publication.

    [75] J. M. A. Tanskanen, A. Huang, T. I. Laakso, and S. J. Ovaska,
    “Polynomial prediction of noise shaping Rayleigh fading,”
    in Proc. 1995 Finnish Signal Processing Symposium, Espoo, Finland, June 1995, pp. 26–29. Link to Publication.

    [76] J. Tanskanen,
    “Prediction of received signal power for mobile cellular systems,”
    in Proc. IRC Workshop ’95, HUT Report IRC-2, Espoo, Finland, May 1995, pp. 93–96. Link to Publication.

    Publications in Institute Series (other than Theses)

    [77] J. M. A. Tanskanen and V. S. Dimitrov,
    “Round-off error free fixed-point design of polynomial FIR predictors and predictive FIR differentiators,”
    Helsinki University of Technology Institute of Intelligent Power Electronics Publications, Publication 4, Helsinki University of Technology, Espoo, Finland, Aug. 2000 [Electronic publication]. Link to Publication.

    Edited Works

    [78] J. M. A. Tanskanen and J. A. K. Hyttinen (Eds.),
    Proc. 2009 Symposium of Microelectrode Arrays in Tissue Engineering (MEATE 2009),
    Tampere, Finland, June 2009.

    [79] J. M. A. Tanskanen, H. Skottman, M. Kellomäki, and J. A. K. Hyttinen (Eds.),
    Proc. 5th Tampere Tissue Engineering Symposium,
    Tampere, Finland, Apr. 2008.

    [80] J. M. A. Tanskanen (Ed.),
    Proc. 6th Nordic Signal Processing Symposium - NORSIG 2004,
    Espoo, Finland, June 2004. Link to Free Proceedings. Link to Proceedings in IEEExplore.

    [81] J. Tanskanen and J. Martikainen (Eds.),
    Proc. 2001 Finnish Signal Processing Symposium,
    Espoo, Finland, June 2001. Link to Free Proceedings.

    [82] J. Martikainen and J. Tanskanen (Eds.),
    Proc. 5th Online World Conference on Soft Computing Methods in Industrial Application,
    On the Internet, Sept. 2000.

    Conference Abstracts

    [83] M. Rosenholm, A. Ahtiainen, J. M. A. Tanskanen, and T. Rantamäki,
    “Electrophysiological characteristics of primary cortical neurons during cell maturation – age-dependent impact of BDNF and dose-dependent effects of ketamine,”
    submitted to 12th FENS Forum of Neuroscience, (originally to take place in Glasgow, Great Britain) Online, July 2020.

    [84] A. Ahtiainen, J. A. K. Hyttinen, and J. M. A. Tanskanen,
    “Neural activity-dependent electrical feedback Stimulation has a different effect on in vitro neural network activity than predetermined stimulation,”
    submitted to 12th FENS Forum of Neuroscience, (originally to take place in Glasgow, Great Britain) Online, July 2020.

    [85] J. M. A. Tanskanen, M. Mäkinen, J. A. K. Hyttinen,
    “Automatic objective thresholding for neuronal action potential spike detection,”
    submitted to 12th FENS Forum of Neuroscience, (originally to take place in Glasgow, Great Britain) Online, July 2020.

    [86] J. M. A. Tanskanen,
    “A closed-loop system of an in vitro neuronal network and a digital signal processor via a microelectrode array,”
    presented at 11th FENS Forum of Neuroscience, Berlin, Germany, July 7–11, 2018.

    [87] J. M. A. Tanskanen, F. E. Kapucu, and J. A. K. Hyttinen,
    “A line of MEA signal analysis methods for human stem cell-derived and other dynamic neuronal cultures,”
    in Front. Cell. Neurosci. Conf. Abstracts MEA Meeting 2018 | 11th International Meeting on Substrate Integrated Microelectrode Arrays, Reutlingen, Germany, July 2018. Link to Publication.

    [88] J. M. A. Tanskanen,
    “A near real-time closed-loop system of an in vitro neuronal network and a digital signal processor via a microelectrode array,”
    presented at 2018 World Congress on Medical Physics and Biomedical Engineering, Prague, Czech Republic, June 3–8, 2018.

    [89] M. Hannula, J. A. K. Hyttinen, and J. M. A. Tanskanen,
    “Enhancing µCT 3D imagery by independent component analysis of projection images,”
    presented at 2018 World Congress on Medical Physics and Biomedical Engineering, Prague, Czech Republic, June 3–8, 2018.

    [90] J. M. A. Tanskanen,
    “Automatic objective criterion for setting neuronal action potential spike detection thresholds,”
    in Proc. 10th FENS Forum of Neuroscience, Copenhagen, Denmark, July 2016. Link to Publication.

    [92] J. M. A. Tanskanen,
    “Sterile Microscopic Imaging of MCS CMOS MEAs,”
    in Proc. 10th International Meeting on Substrate-Integrated Microelectrode Arrays, Reutlingen, Germany, June-July 2016. Link to Publication.

    [93] J. M. A. Tanskanen, F. E. Kapucu, I. Vornanen, K. Lenk, and J. Hyttinen,
    “Objective Thresholding of MEA Data for Action Potential Detection,”
    in Proc. 10th International Meeting on Substrate-Integrated Microelectrode Arrays, Reutlingen, Germany, June-July 2016. Link to Publication.

    [94] F. E. Kapucu, J. E. Mikkonen, J. M. A. Tanskanen, and J. A. K. Hyttinen,
    “Entropy based quantification of in vivo and in vitro neuronal bursts,”
    in Bernstein Conference 2015 Abstract Book, Heidelberg, Germany, Sept. 2015, pp. 142–143. Link to Publication.

    [95] J. M. A. Tanskanen, F. E. Kapucu, and J. A. K. Hyttinen,
    “An algorithm to automatically set neuronal action potential spike detection thresholds,”
    in Bernstein Conference 2015 Abstract Book, Heidelberg, Germany, Sept. 2015, pp. 143–144. Link to Publication.

    [96] I. Vornanen, J. Tanskanen, J. Hyttinen, and K. Lenk,
    “Comparison of neuronal dynamics in 2D and 3D in silico networks source,”
    in Proc. 9th International Meeting on Substrate-Integrated Microelectrode Arrays, Reutlingen, Germany, July 2014, pp. 203–204. Link to Publication.

    [97] F. E. Kapucu, J. M. A. Tanskanen, L. Ylä-Outinen, S. Narkilahti, and J. A. K. Hyttinen,
    “Analyzing and classifying of network bursts of maturing human embryonic stem cell derived neurons,”
    presented at Neuroscience 2013, San Diego, CA, USA, Nov. 2013. Link to Publication.

    [98] J. M. A. Tanskanen, V. Raatikainen, S. Narkilahti, and J. A. K. Hyttinen,
    “Phase lock analysis of signals from neuronal networks on multi-well microelectrode array with a common group/reference,”
    presented at 6th International IEEE EMBS Neural Engineering Conference, San Diego, CA, USA, Nov. 2013. Link to Publication.

    [99] A. Joutsen, L.-P. Lyytikäinen, J. Jurva, J. Väisänen, K. Wendel, O. Väisänen, J. M. A. Tanskanen, V. Jäntti, and H. Eskola,
    “Median nerve somatosensory evoked potential recordings using surface and needle electrodes,”
    in Proc. 29th International Congress of Clinical Neurophysiology, Kobe, Japan, Oct./Nov. 2010. Appears also in Clinical Neurophysiology, vol. 121, Suppl. 1, p. S185. Link to Publication.

    [100] F. E. Kapucu, L. Ylä-Outinen, T. Heikkilä, J. E. Mikkonen, J. M. A. Tanskanen, S. Narkilahti, and J. A. K. Hyttinen,
    “Analysis of spiking activity changes during maturation of hESC derived neurons,”
    in Proc. 2009 Symposium on Microelectrode Arrays in Tissue Engineering, Tampere, Finland, June 2009, pp. 12–13.

    [101] J. M. A. Tanskanen, J. Väisänen, M. Pekkanen-Mattila, E. Kerkelä, K. Aalto-Setälä, and J. A. K. Hyttinen,
    “Effects of cardiomyocyte movement on MEA signals - A simulation study,”
    in Proc. 2009 Symposium on Microelectrode Arrays in Tissue Engineering, Tampere, Finland, June 2009, 1 page.

    [102] L. Ylä-Outinen, T. Heikkilä, R. Lappalainen, R. Suuronen, H. Skottman, J. Tanskanen, J. Hyttinen, and S. Narkilahti,
    “Spontaneous activity in embryonic stem cell-derived neuronal networks,”
    in FENS Forum Abstracts, vol. 4, Geneva, Switzerland, July 2008. Link to Publication.

    [103] L. Lehtonen, J. Tanskanen, A.-M. Hannula, M. Kellomaeki, S. Miettinen, K. Aalto-Setälä, and E. Kerkelä,
    “The growth and characterization of cardiomyocytes on biomaterials,”
    in Proc. 8th World Biomaterials Congress, Amsterdam, The Netherlands, May–June 2008, pp. 278.

    [104] T. Heikkilä, J. M. A. Tanskanen, L. Ylä-Outinen, R. Lappalainen, R. Suuronen, H. Skottman, S. Narkilahti, and J. Hyttinen,
    “Culturing and measuring of human embryonic stem cell-derived neuronal cells on multi-electrode array,”
    in Proc. 5th Tampere Tissue Engineering Symposium, Tampere, Finland, April 2008.

    [105] L. Lehtonen, M. Pekkanen-Mattila, J. Tanskanen, J. Hyttinen, R. Suuronen, K. Aalto-Setälä, and E. Kerkelä,
    “MEA as a tool for studying cardiomyocyte function,”
    in Proc. 5th Tampere Tissue Engineering Symposium, Tampere, Finland, April 2008.

    [106] J. M. A. Tanskanen, J. E. Mikkonen, J. A. K. Hyttinen, and M. Penttonen,
    “Independent component analysis of multielectrode field potential measurements from the brain,”
    in Abstracts of the 5th Neuroinformatics Workshop, Espoo, Finland, Oct. 2007, p. 31.

    [107] E. Kerkelä, M. Pekkanen-Mattila, N. Elsinen, J. Tanskanen, J. Hyttinen, O. Hovatta, and K. Aalto-Setälä,
    “Differentiation and characterization of cardiomyocytes from human embryonic stem cells,”
    in Proc. 5th Annual Meeting of the International Society for Stem Cell Research, Cairns, Queensland, Australia, June 2007, p. 204.

    [108] M. Pekkanen-Mattila, E. Kerkelä, K.-L. Taattola, J. M. A. Tanskanen, A.-P. Koivisto, J. Hyttinen, O. Hovatta, R. Suuronen, and K. Aalto-Setälä,
    “Differentiation of cardiomyocytes from human embryonic stem cells,”
    in Proc. International Stem Cell Conference, Sigtuna, Sweden, June 2007.

    [109] J. M. A. Tanskanen, E. Kerkelä, M. Pekkanen-Mattila, L. Lehtonen, R. Suuronen, K. Aalto-Setälä, and J. A. K. Hyttinen,
    “Assessment of electrical activity characteristics of maturing cardiomyocyte stem cell cultures using a microelectrode array system,”
    in Proc. 4th Tissue Engineering Symposium, Tampere, Finland, Mar. 2007.

    [110] J. M. A. Tanskanen, J. Soini, M. Pekkanen-Mattila, L. Lehtonen, S. Narkilahti, E. Kerkelä, K. Aalto-Setälä, R. Suuronen, and J. A. K. Hyttinen,
    “Effects of microelectrode array reference electrode constellations on electrical measurements from cardiomyocyte stem cell cultures,”
    in Proc. 4th Tissue Engineering Symposium, Tampere, Finland, Mar. 2007.

    [111] L. Lehtonen, E. Kerkelä, J. M. A. Tanskanen, A.-M. Hannula, M. Kellomäki, and K. Aalto-Setälä,
    “The growth characterization of cardiomyocytes on biomaterials,”
    in Proc. 4th Tissue Engineering Symposium, Tampere, Finland, Mar. 2007.

    [112] D. Zhong, J. Hyttinen, J. M. A. Tanskanen, and S. Siltanen,
    “Electrical impedance tomography image reconstruction based on the measurements from microelectrode array,”
    in Proc. 4th Tissue Engineering Symposium, Tampere, Finland, Mar. 2007.

    [113] J. M. A. Tanskanen, J. E. Mikkonen, and M. Penttonen,
    “Independent component analysis (ICA) of neural populations (NPs) from multielectrode field potential measurements (MEFP) from rat hippocampus,”
    in 4th Forum of European Neuroscience Abstracts, FENS Abstr., vol. 2, Abstract A188.11, Lisbon, Portugal, July 2004. Link to Publication.

    [114] J. Huttunen, P. Ranta-Aho, M. Tarvainen, J. M. A. Tanskanen, O. Gröhn, P. Karjalainen, and M. Penttonen,
    “Simultaneous fMRI and local field potential measurements in rat brain during electrical forepaw stimulation,”
    in 4th Forum of European Neuroscience Abstracts, FENS Abstr., vol. 2, Abstract A190.8, Lisbon, Portugal, July 2004. Link to Publication.

    Finnish Scientific Conference Abstract

    [115] F. E. Kapucu, L. Ylä-Outinen, T. Heikkilä, J. E. Mikkonen, J. M. A. Tanskanen, S. Narkilahti, and J. A. K. Hyttinen,
    “Analysis of spiking activity changes during maturation of hESC derived neurons,”
    III Alice Seminar, Tampere, Finland, Mar. 2009, 1 page.

    Other Publications

    [116] P. Alku, J. M. A. Tanskanen, I. Hartimo, A. Jääskeläinen, and M. Leppäharju,
    “Foreword,”
    in Proc. 6th Nordic Signal Processing Symposium – NORSIG 2004, Espoo, Finland, June 2004, p. iii. Link to Publication.