ALEXANDRIA, Va., June 12 -- United States Patent no. 12,299,567, issued on May 13, was assigned to Arm Ltd. (Cambridge, Great Britain).
"Convolution size prediction to reduce calculations" was invented by Daren Croxford (Swaffham Prior, Great Britain), Sharjeel Saeed (Cambridge, Great Britain) and Rachel Jean Trimble (Grindleford, Great Britain).
According to the abstract* released by the U.S. Patent & Trademark Office: "There is provided a data processing apparatus for performing machine learning. The data processing apparatus includes convolution circuitry for convolving a plurality of neighbouring regions of input data using a kernel to produce convolution outputs. Max-pooling circuitry determines and selects the largest of the convolu...