2 papers
cs.LG2019
Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach
Rocio Gonzalez-Diaz, Miguel A. Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
It is well known that Artificial Neural Networks are universal approximators. The classical result proves that, given a continuous function on a compact set on an n-dimensional spa…
cs.SD2018
Towards Emotion Recognition: A Persistent Entropy Application
R. Gonzalez-Diaz, E. Paluzo-Hidalgo, J. F. Quesada
Emotion recognition and classification is a very active area of research. In this paper, we present a first approach to emotion classification using persistent entropy and support…