Paper published -Microsystem Technologies
Research on physical reservoir computing using surface acoustic wave device has been publised in Mic ...
Training MEMS devices for forecasting epileptic-seizures
Epilepsy is a chronic neurological disorder of the central nervous system that causes sudden loss of ...
Diamond nanoresonators for sensing and information processing
Nanoresonators are capable of ultrasensitive sensing and efficient information processing. Use of di ...
MEMS reservoir computing using resonant accelerometer
Reservoir computing, which can utilize nonlinear physical dynamics as a computational resource, is e ...
Mode Localization and Reservoir Computing of MEMS Resonator Array
Recently, physical reservoir computing (PRC) has attracted attention as a fast and power-saving impl ...
Physical Reservoir Computing Using Nonlinear Heat Conduction
As the demand for machine learning and data analysis increases with the rapid informatization of soc ...
MEMS Reservoir Computing using Frequency Modulated Accelerometer
For miniaturization and Intelligence of MEMS sensors, we are developing resonant accelerometers tha ...
Coupled MEMS resonators for reservoir computing
Among hardware implementation methods of neuromorphic computing, Reservoir computing (RC) is e ...