Artificial intelligence radio transceiver

A method of recording machine learning training data and deploying a machine learning algorithm, comprising:

• receiving digital signal data via a software-defined radio system comprising:
• a radio frequency front end configured to transmit and receive signals;
• a high-performance computing processor, the high-performance computing processor comprising:
• a central processing unit;
• a graphics processing unit;
• and
• a shared memory accessible by both the central processing unit and graphics processing unit;
• recording the digital signal data on a memory of the software-defined radio system;
• training a machine learning algorithm using the recorded digital signal data;
• and
• performing, via the software-defined radio system, machine learning inference using the trained machine learning algorithm.