Deep Differential Recurrent Neural Networks

11 Apr 2018Naifan ZhuangThe Duc KieuGuo-Jun QiKien A. Hua

Due to the special gating schemes of Long Short-Term Memory (LSTM), LSTMs have shown greater potential to process complex sequential information than the traditional Recurrent Neural Network (RNN). The conventional LSTM, however, fails to take into consideration the impact of salient spatio-temporal dynamics present in the sequential input data... (read more)

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