[19p-D102-1~6] New sensor technologies based on advanced nanobiodevices and machine learning

[19p-D102-1] Research on Measurement Oriented Machine Learning

〇Takashi Washio¹, Masateru Taniguchi¹, Takahito Ohshiro¹, Takeshi Yoshida¹, Genki Yoshikawa², Gaku Imamura² (1.ISIR, Osaka Univ., 2.MANA, NIMS)

Keywords:machine learning, measurement, sensor

Hardware measurement devices have been main components in conventional measurement, while some computational processes have been used for completion. On the other hand, information technologies including machine learning is now rapidly emerging, and the possibility to develop advanced measurement systems by using these techniques as main components is increasing. In this talk, we demonstrate the potential of new machine learning adapted to measurement tasks for achieving accurate estimation of the target state in an objective system with exclusion of the irrelevant system changes and disturbances.