Deep learning device for local processing classical chinese poetry and verse

摘要

A local processing device contains a bus, an input interface and at least one cellular neural networks (CNN) based integrated circuit (IC). The input interface is receiving a 2-D symbol representing a Chinese poetry or verse. The 2-D symbol is a matrix of N×N pixels of K-bit data that contains a “super-character”. The matrix is divided into M×M sub-matrices each containing (N/M)×(N/M) pixels. Each of the sub-matrices represents an ideogram. K, N and M are positive integers, and N is a multiple of M. CNN based IC is configured for understanding semantic meaning of the Chinese poetry or verse within the “super-character” contained in the 2-D symbol. The ideogram is created by embedded fonts of all of the characters contained in a corresponding phrase of the Chinese poetry or verse or is a pictogram representing artistic conception of each sentence of the Chinese poetry or verse.