前馈人工神经网络的数学本质与结构

Hongxing Li, C. L. P. Chen, Han-Pang Huang
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摘要

在本章中,我们首先介绍了人工神经元的数学模型和结构。之后,我们考虑几个人工神经网络来组装神经元。本章不打算详细解释生物神经元。相反,我们只关注人工神经元,简单地提取生物神经元的抽象操作及其数学模型。我们从第1节的介绍开始,然后在第1节讨论神经元模型
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical Essence and Structures of Feedforward Artificial Neural Networks
In this chapter, we first introduce the mathematical model and structure of artificial neurons. After that, we consider several artificial neural networks that assemble the neurons. This chapter does not intend to explain details of biological neurons. Instead, we only focus on artificial neurons that simply extract the abstract operation of biological neurons and their mathematical models. We start with an introduction in Section 1, followed by the discussion of neuron models in Section
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