LSTM and GRU neural network

  1. LSTM

LSTM (Long Short Term Memory networks) neural network: To a certain extent, it solves the long-term dependence problem caused by the rnn neural network.

LSTM Graphical Description (Detailed Explanation)
Please add a picture description
2.GRU

GRU (Gated Recurrent Unit), the difference from LSTM is that GRU synthesizes the forget gate and the input gate into an update gate, and the network no longer gives the memory state Ct additionally, but continuously transmits the output result as the memory state, The structure diagram is as follows:

Please add a picture description

Guess you like

Origin blog.csdn.net/qq_45067943/article/details/119639798