Convolutional neural networks for classification and regression analysis of one-dimensional spectral data

Ine L. Jernelv, Dag Roar Hjelme, Yuji Matsuura +1

Convolutional neural networks (CNNs) are widely used for image recognition and text analysis, and have been suggested for application on one-dimensional data as a way to reduce the…