ARTIFICIAL INTELLIGENCE-BASED COMPUTER-AIDED PROCESSING DEVICE AND METHOD, STORAGE MEDIUM, AND TERMINAL

摘要

An artificial intelligence-based computer-aided processing device, comprising: a plurality of storage modules (11) storing data matrixes to be processed; a memory (12) provided with a zero matrix; and a control module (13) for taking the data matrixes to be processed out from the storage modules (11) and placing same into the zero matrix of the memory, such that the data matrixes to be processed can constitute, with any first matrix element thereof as a center, a matrix to be convoluted having a size of w*w for a convolution kernel matrix to perform convolution computation according to a preset step length, wherein w is the size of the convolution kernel matrix. By constructing a zero padding operation system by means of a hardware structure, and presetting a zero matrix in the memory (12) for data matrixes to be processed to be placed, a zero padding operation can be implemented without computing parameters, such as a zero padding number or a zero padding position, so that the computational complexity of the system is greatly reduced, the efficiency of a zero padding operation is improved, and the response speed of operations, such as image processing, is increased.