-
Long Short Term Memory Network.
Long Short Term Memory Network Table Of Contents: Problem With ANN. Problem With RNN Core Ideas Behind LSTM Working Principle Of LSTM Difference Between RNN & LSTM Architecture Of LSTM Network. (1) Problem With ANN Problem-1: Sequence Is Lost The problem with ANN architecture is that its design is unable to process sequential information. When we pass sequential information to the ANN network we have to pass everything at a time. When we pass every word at a time It’s sequence will be lost in the process. We will not be able to know which word comes after what. Problem-2:
