• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2007, Vol. 29 ›› Issue (1): 126-129.

• 论文 • 上一篇    下一篇

语义神经网络与自然语言深层语义的计算

罗慧慧[1] 周经野[2] 刘玲[2]   

  • 出版日期:2007-01-01 发布日期:2010-05-30

  • Online:2007-01-01 Published:2010-05-30

摘要:

本文依照语义神经网络、语义神经元及其上深层语义计算的形式化定义,基于深层语义计算需要分布式并行处理的特点,提出运用多线程技术来模拟实现神经元的同步并行计算 。我们描述了如何利用多线程中单个线程实现神经元的独立自主运行,以及如何利用多线程中的同步机制实现神经元之间的消息传递。

关键词: 自然语言理解 语义神经网络 分布式对象系统 多线程

Abstract:

In this paper, we present the formalized definition of Semantic Neural Network, the neurons in it and the deep semantic computing on it. Based on the  characteristics of the deep-seated semantic computing which needs distributed parallel processing, we use a multithreading technique to simulate and act  ualize synchronized parallel processing. We describe how to use a single thread of multi-thread to actualize the independent running of neurons, and how to use the synchronized mechanism in multi-thread to actualize the transfer of information between neurons

Key words: natural language understanding;semantic neural network;distributed objected-system;multi-thread