Apple inc. (20240430136). FORWARD-FORWARD LEARNING BASED WIRELESS COMMUNICATIONS SYSTEMS
FORWARD-FORWARD LEARNING BASED WIRELESS COMMUNICATIONS SYSTEMS
Organization Name
Inventor(s)
Zhou Zhou of San Diego CA (US)
Sharad Sambhwani of San Diego CA (US)
FORWARD-FORWARD LEARNING BASED WIRELESS COMMUNICATIONS SYSTEMS
This abstract first appeared for US patent application 20240430136 titled 'FORWARD-FORWARD LEARNING BASED WIRELESS COMMUNICATIONS SYSTEMS
Original Abstract Submitted
a wireless communication system may use forward-forward learning to for end-to-end learning. a transmitter may pass a positive dataset and a negative dataset through each of its layers for model training. each layer may correspond to a goodness function. the transmitter may send the positive dataset to a receiver. the receiver may generate a second positive dataset and a second negative dataset based on the positive dataset sent from the receiver. the receiver may train each of its layers using the second positive dataset and the second negative dataset.