Mr. Marko Kauppinen Profile

Marko Kauppinen

at Univ of Oulu

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Publications (2)

Proceedings Article | 4 February 2013 Paper

Control issues and recent solutions for voltage controlled piezoelectric elements utilizing artificial neural networks

Marko Kauppinen, Juha Röning

Proceedings Volume 8662, 866202 (2013) https://doi.org/10.1117/12.2000492

KEYWORDS: Actuators, Data modeling, Neurons, Performance modeling, Modulation, Feedback control, Platinum, Artificial neural networks, Nanomanipulation, Solid state physics

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Proceedings Article | 23 January 2012 Paper

Software-based neural network assisted movement compensation for nanoresolution piezo actuators

Marko Kauppinen, Juha Röning

Proceedings Volume 8301, 830102 (2012) https://doi.org/10.1117/12.905749

KEYWORDS: Actuators, Neural networks, Sensors, Control systems, Platinum, Protactinium, Control systems design, Feedback control, Modeling, Position sensors

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