What is the purpose of the cell state in LSTM?
Saturday, 05 August 2023
by EITCA Academy
The Long Short-Term Memory (LSTM) is a type of recurrent neural network (RNN) that has gained significant popularity in the field of Natural Language Processing (NLP) due to its ability to effectively model and process sequential data. One of the key components of LSTM is the cell state, which plays a crucial role in capturing
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, Natural Language Processing with TensorFlow, Long short-term memory for NLP, Examination review
Tagged under:
Artificial Intelligence, Cell State, Long-term Dependencies, LSTM, NLP, Vanishing Gradient Problem