Nonlinear Functional Principal Component Analysis Using Neural Networks

Rou Zhong, Chunming Zhang, Jingxiao Zhang

Functional principal component analysis (FPCA) is an important technique for dimension reduction in functional data analysis (FDA). Classical FPCA method is based on the Karhunen-L…