The LSTM feature is being designed to enable the RNN to classify and remember an event's data for a long/short time, according to event's significance and impact.

Xiao-Min Li, Yi Ma, Zi-Hao Leng, Jie Zhang, Xi-Xi Lu, High-Accuracy Remote Sensing Water Depth Retrieval for Coral Islands and Reefs Based on LSTM Neural Network, Journal of Coastal Research, SPECIAL ...