LSTM Resources

Long Short-Term Memory Networks is a deep learning, sequential neural network that allows information to persist. It is a special type of Recurrent Neural Network which is capable of handling the vanishing gradient problem faced by RNN.

• Introduction to LSTM | Long Short Term Memory Algorithms
• 6 Tips for Improving the Performance of LSTMs/BiLSTMs - Medium
• LSTM Long Short Term Memory | Architecture and Calculation | Whiteboard explanation | Formula
• LSTM - Recurrent Neural Networks for Time Series - Coursera
• 5 Examples of Simple Sequence Prediction Problems for LSTMss