45 citations · 45 across the 2 of their papers we have counts for
2 papers
eess.SY2018
Conditional probability calculation using restricted Boltzmann machine with application to system identification
Erick de la Rosa, Wen Yu
There are many advantages to use probability method for nonlinear system identification, such as the noises and outliers in the data set do not affect the probability models signif…
eess.SY2017★ 45 cited
Data-Driven Fuzzy Modeling Using Deep Learning
Erick de la Rosa, Wen Yu
Fuzzy modeling has many advantages over the non-fuzzy methods, such as robustness against uncertainties and less sensitivity to the varying dynamics of nonlinear systems. Data-driv…