Patent ID: 11954826
Assignee: SYNAPTICS INCORPORATED
Field: Audio-visual technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 8:
9. A machine learning system comprising:
an artificial intelligence (AI) accelerator configured to perform an inferencing operation associated with an input image; and
bit partitioning circuitry configured to:
receive a number (K) of bits of first pixel data associated with the input image; and
subdivide the K bits into a number (M) of partitions based on a number (N) of bits in each operand operated on by the AI accelerator, where N<K;

wherein the AI accelerator implements a neural network trained to process the M first partitions, in parallel, as data associated with M channels, respectively, of the input image and to perform the inferencing operation based at least in part on the processing of the M first partitions.