Recognizing freezing of gait and deploying vibration to mitigate symptoms

A method, comprising:

• receiving, by a client application, movement data from a sensing device for a movement by a person;
• determining, by the client application, a categorization of the movement by processing the movement data through a convolutional neural network;
• and
• in response to determining that the categorization of the movement is indicative of freezing of gait, directing, by the client application, a vibration delivery device to deliver vibration.

A system, comprising:

• a sensing device;
• a vibration delivery device;
• a computing device comprising a processor and a memory;
• and
• machine-readable instructions stored in the memory that, when executed by the processor, cause the computing device to at least:
• receive movement data from a sensing device for a movement by a person;
• determine a categorization of the movement by processing the movement data through a convolutional neural network;
• and
• in response to a determination that the categorization of the movement is indicative of freezing of gait, direct the vibration delivery device to deliver vibration.