Research Article

An LSTM with Differential Structure and Its Application in Action Recognition

Table 3

This is the frames per second (FPS) of different LSTM units trained on different datasets.

HMDB-51UCF-101Hollywood2

Basic Lstm616432
1st D Lstm363625
2nd D Lstm353625
Double 1st D Lstm182011
1st + 2nd D Lstm181811