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

Proc. SPIE. 8662, Intelligent Robots and Computer Vision XXX: Algorithms and Techniques

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

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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

Proc. SPIE. 8301, Intelligent Robots and Computer Vision XXIX: Algorithms and Techniques

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

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