Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification

Nelly Elsayed, Anthony S. Maida, Magdy Bayoumi

Hybrid LSTM-fully convolutional networks (LSTM-FCN) for time series classification have produced state-of-the-art classification results on univariate time series. We show that rep…