Task-Synchronized Recurrent Neural Networks

Mantas Lukoševičius, Arnas Uselis

Data are often sampled irregularly in time. Dealing with this using Recurrent Neural Networks (RNNs) traditionally involved ignoring the fact, feeding the time differences as addit…