Semantic Neural Networks and the Deep-Seated Semantic Computing of the Natural Language

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 actualize 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.