Hands-On Neural Network Programming with C#

Applications of LSTM

The following are just a few of the applications of LSTM stacked networks:

• Speech recognition
• Handwriting recognition
• Time series prediction and anomaly detection
• Business process management
• Robotic control
• And many more...

Time series prediction itself can have a dramatic effect on the business's bottom line. We may need to predict in which day of the month, which quarter, or which year certain large expenses will occur. We may also have concerns over the Consumer Price Index over the course of time relative to our business. Increased prediction accuracy can lead to definite improvements to our bottom line.