a modular neural network architecture based on parallel cooperation 并行协作模块化神经网络体系结构
moreover, various theoretical explanations proposed recently justify the effectiveness of some conventional methods for modular neural network 而且最近所提出的各种理论解释也都证实了一些常用模块化方法的有效性。
in this paper, the first aspect is mainly studied, a scheme of selective ensemble is presented, and a new architecture of modular neural networks is presented 本文的工作主要集中在结论合成方面,提出子网络选择性集成的方案,提出一种新的层次模块化神经网络模型。
modular neural network is a new learning model based on multi-agents, whose decisions are combined in a fashion of competition and cooperation of a number of artificial neural networks 模块化神经网络是一种由多个智能体组成的学习机模型,是由多个神经网络以协作或竞争的方式构建的学习系统。
the research for modular neural network concentrates on two aspects : how to combine the decisions of the component networks, and how to generate the component networks in the entire system 当前,模块化神经网络的研究主要集中在两个方面,即如何将多个神经网络的输出结论进行结合以及如何生成系统中的个体网络。