SG 17Neural networks: learning dynamics, evaluation and singular problems

Hipótesis de cambio de régimen: fundamentos para dinámicas desacopladas en el entrenamiento de redes neuronales

Cristian Pérez-Corral (presents the paper), Alberto Fernández-Hernández, Jose I. Mestre, Manuel F. Dolz, Jose Duato and Enrique S. Quintana-Ortí

Inicialización Sinusoidal: una alternativa determinista para el entrenamiento de DNNs

Alberto Fernández-Hernández (presents the paper), Jose I. Mestre, Cristian Pérez-Corral, Manuel F. Dolz, Jose Duato and Enrique S. Quintana-Ortí

Evaluating Artificial Neural Networks with Realistic Memristive Variability

R. Romero-Zaliz (presents the paper) and JB. Roldán

Harnessing the synergy between the cumulative link model and the SLACE loss in ordinal classification

Francisco Bérchez-Moreno (presents the paper), Víctor M. Vargas, Miguel Á. Contreras-Córdoba, Juan C. Fernández and Pedro A. Gutiérrez