Hopfield在计算机编程中的应用与研究

Application and Research on Hopfield in Computer Programming

Hopfield网络,又称联想记忆网络。文中根据Hopfield神经网络构造一个应用于计算机代码编程中的联想存储器。联想记忆是该存储器的重要功能,它具有信息记忆和信息联想的特点,能够从不完整的或模糊的信息联想出存储在记忆中的某个完整清晰的信息模式。根据这一原理,用Hopfield联想存储器知识和eclipse插件机制来搭建嵌入在eclipse开发工具中一个知识可拓展的动态帮助插件,实现根据残缺不全的java代码联想到完整的java代码的功能,并进一步阐述Hopfield神经网络在计算机代码编程中的应用前景和发展方向。

Hopfidd network is also known as associative memory networks. Based on a Hopfield neural network structure used in computer programming code the associative memory. Associative memory is the important functions of this memory. It is able to associate a clear message model integrity from incomplete or vague information. According to this principle,Hopfield associative memory with the knowledge and eclipse plug- in mechanism are to set up development tools eclipse embedded in a dynamic knowledge to help develop plugins. Incomplete realization of the java code to complete the functionality of the code of java. Further elaborate in Hopfield neural network in the computer code of application programming and development.