DropIn: Making Reservoir Computing Neural Networks Robust to Missing Inputs by Dropout

Davide Bacciu, Francesco Crecchi, Davide Morelli

The paper presents a novel, principled approach to train recurrent neural networks from the Reservoir Computing family that are robust to missing part of the input features at pred…