Autoregressive Convolutional Neural Networks for Asynchronous Time Series

Mikołaj Bińkowski, Gautier Marti, Philippe Donnat

We propose Significance-Offset Convolutional Neural Network, a deep convolutional network architecture for regression of multivariate asynchronous time series. The model is inspire…