Touch-based user interfaces employing artificial neural networks for hdtp parameter and symbol derivation

A method for implementing a touch user interface, the method comprising:

• receiving tactile sensing data from a touch surface disposed on a touch sensor, the touch sensor providing the tactile sensing data responsive to human touch made by a user to the touch surface;
• providing the tactile sensing data to at least one processor for performing calculations on the tactile sensing data;
• processing the tactile sensing data with the at least one processor to produce processed sensor data;
• providing the processed sensor data to at least one artificial neural network for performing operations on the processed sensor data;
• and
• performing operations on the processed sensor data with the artificial neural network to produce interpreted data,
• wherein the interpreted data comprises user interface information responsive to the human touch made by the user to the touch surface.