Architectures of the Parallel, Self-Organizing Hierarchical Neural Networks

병렬 자구성 계층 신경망 (PSHINN)의 구조

A new neural network architecture called the Parallel. Self-Organizing Hierarchical Neural Network (PSHNN) is presented. The new architecture involves a number of stages in which each stage can be a particular neural network (SNN). The experiments performed in comparison to multi-layered network with backpropagation training and indicated the superiority of the new architecture in the sense of classification accuracy, training time,parallelism.