Long Short-Term Memory (LSTM)
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- Neural Network Zoo | Fjodor Van Veen
- A Beginner's Guide to LSTMs
- Recurrent Neural Network (RNN)
- Animated RNN, LSTM and GRU | Raimi Karim - Towards Data Science
A LSTM (Long Short-term Memory) Neural Network is just another kind of Artificial Neural Network, which falls in the category of Recurrent Neural Networks.
What makes LSTM Neural Networks different from regular Neural Networks is, they have LSTM cells as neurons in some of their layers.
Much like Convolutional Layers help a Neural Network learn about image features, LSTM cells help the Network learn about temporal data, something which other Machine Learning models traditionally struggled with.
