Artificial general intelligence and classical neural network

Abstract

The research goal of Artificial General Intelligence (AGI) and the notion of Classical Neural Network (CNN) are specified. With respect to the requirements of AGI, the strength and weakness of CNN are discussed, in the aspects of knowledge representation, learning process, and overall objective of the system. To resolve the issues in CNN in a general and efficient way remains a challenge to future neural network research.