Neural网络中的数学基础

Mathematics Base Used in Neural Network

神经网络的研究是建立在准确的数学基础上,数学知识的应用具有十分重要的作用。神经网络具有大规模并行模拟处理、连续时间动力学和网络全局作用等特点,它可代替复杂耗时的传统算法,使信息处理过程更接近于人类思维活动。

Research on neural network is based on accurate mathematics. Mathematics knowledge, which may be applied to substitute for the complex traditional algorithm, concerns many aspects of neural network and is of great significance.