COMPUTER-IMPLEMENTED DATA PROCESSING METHOD, MICRO-CONTROLLER SYSTEM AND COMPUTER PROGRAM PRODUCT FOR APPLYING POOLING WITH RESPECT TO AN OUTPUT BUFFER IN A NEURAL NETWORK

Patent №

US 12,373,673

Granted

2025-07-29

Filed 2021

Owner

STMICROELECTRONICS S.r.l.

Lab

AI components

0

Assignment

None on record

Dataset

AIPD

Application

17369417

A computer-implemented method applies a pooling operator to an input array of data, the pooling operator having an absorbing element value and a set of pooling parameters. A size of an output buffer is computer as a function of the set of pooling parameters. The elements of the output buffer are initialized to the value of the absorbing element of the pooling operator. The output array of data is generated by, for a plurality of iterations associated with respective pooling windows: associating, as a function of the pooling parameters, elements of the input array of a pooling window with output elements of the output buffer; and combining, for each output element of the output buffer, the respective input elements associated with the output element. The combining may include determining a combination of respective elements of the output buffer with the input elements associated with the output elements.

G06N 3/047G06F 12/0207G06N 3/063Y02D 10/00G06N 3/045G06N 3/0464G06F 18/241G06N 3/08+1 more

Ownership

STMICROELECTRONICS S.r.l.

From the same owner

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