What is the LSTM cell and why is it used in the RNN implementation?
Tuesday, 08 August 2023
by EITCA Academy
The LSTM cell, short for Long Short-Term Memory cell, is a fundamental component of recurrent neural networks (RNNs) used in the field of artificial intelligence. It is specifically designed to address the vanishing gradient problem that arises in traditional RNNs, which hinders their ability to capture long-term dependencies in sequential data. In this explanation, we