Recurrent Neural Networks (RNNs)

Applications:

• Speech recognition
• Natural Language Processing (NLP)
• Handwriting recognition
• Time-series predictions
• Time-series anomaly detection
• Rhythm learning

Ways to learn RNN:

• Long Short-Term Memory
• Hessian Free Optimization
• Echo State Networks
• Good Initialization with Momentum

Posts:

• Tutorial: MIT – 6.S191: Recurrent Neural Networks
• Tutorial: Sentdex – RNN with Python
• Tutorial: MIT OpenCourseWare – Recurrent Networks
• Tutorial: edureka! – Recurrent Neural Networks