Theoretical analysis of deep neural networks for temporally dependent observations

Mingliang Ma, Abolfazl Safikhani

Deep neural networks are powerful tools to model observations over time with non-linear patterns. Despite the widespread use of neural networks in such settings, most theoretical d…