Theory of neural

Study on the Non-equilibrium Thermodynamic Theory of Neural Networks

神经网络的非平衡态热力学研究

Research on optimization of pulp washing process , using identification theory of neural network in this paper .

主要利用神经网络辨识理论，研究纸浆洗涤过程的数学模型。

Fitting of Tensile Stress for Three-Layered Elastic System Based on the Theory of Neural Networks

基于神经网络理论的三层体系拉应力拟合研究

On the basis of the traditional theory of Neural Network , the generalized neuron model and Neural Network are presented .

本文在传统的神经网络理论基础上，将传统的神经元拓广为广义神经元，描述了以广义神经元为基础的广义神经网络系统的组成原理。

By analyzing the theory of neural network integration , I developed a multi-level neural network model for recognition handwritten Chinese characters .

通过对神经网络集成的理论分析，提出了一种多级神经网络结构的手写体汉字识别模型。

The BP neural Network model is founded by using the theory of neural network and experiment results , and the parameters of model are given .

根据测试结果和神经网络理论，建立了流变参数BP神经网络模型，确定了模型的结构参数。

A Study on Fitting of Deflection of Four layer Elastic-layered System for Asphalt Pavement Based on the Theory of Neural Networks

基于神经网络理论的沥青路面结构四层体系弯沉的拟合研究

The model is suitable for fuzzy prediction and control of complex system because the recognition method of fuzzy module parameters based on the theory of neural network is adopted .

该模型采用基于神经网路理论的模糊模型参数辨识方法，很适合于复杂系统的模糊预测和控制。

The cylinder diameter and piston stroke of the internal combustion engine have been arithmetically optimized according to the theory of neural network algorithm .

运用神经网络优化算法理论，对内燃机的气缸直径和活塞行程进行了优化计算。

The primary works of this paper can be summarized as follows : ( 1 ) This paper summarizes the basic theory of neural network and blind equalization .

主要工作总结如下：（1）归纳总结神经网络和盲均衡的基本理论。

Correspondingly , the intelligent path planning methods develop rapidly which are applied with theory of neural network , fuzzy logic , genetic algorithm and ant colony .

最近发展应用较快的智能规划方法主要运用神经网络、模糊逻辑、遗传算法、蚁群算法等理论。

In this thesis , the author based on the basic theory of neural network and genetic algorithm and applied genetic algorithm based neural network to handwritten digits recognition .

本文从神经网络和遗传算法基本理论及算法构成入手，将神经网络用于手写数字识别中。

By applying the theory of neural networks into the Real Estate Market Comparison Approach Appraisal , this paper discuss the problems of designing and training of neural networks .

将BP神经网络理论应用于房地产市场比较法价格评估，讨论了网络结构的设计、学习算法等问题；

It studies the theory of neural network especially the theory of BP neural network , illuminates the academic reference that how to use neural network doing structural damage detection .

研究了神经网络的理论尤其是BP神经网络，阐明了应用神经网络进行结构损伤识别的理论依据。

Prediction of traffic accident can be taken as an nonlinear and stochastic input-output system , there is feasible that the theory of neural network is used to predict .

对于交通事故的预测，可以视作一个非线性随机的输入输出系统，因此保证了可将神经网络理论用于预测的可行性。

In order to adapt to the nonlinear characters of automobile motion , a nonlinear control system is designed based on the theory of neural networks for four-wheel steering system .

为适应车辆运动的非线性特性，采用神经网络理论，设计了神经网络汽车四轮转向控制系统，并对该系统进行了仿真分析。

The basic theory of neural networks with MULTI WEIGHT NEURON , in Multi camera Human face Personal Identification System Based on the BIOMIMETIC PATTERN RECOGNITION , had been discussed .

讨论了以多镜头与多次采样建立仿生模式识别多权值神经元网络的基本理论。

In this paper , by using the method of computer simulation , the adaptive framework and theory of neural networks are researched from the theoretical analysis and experimental proving and the simulation results are also given .

文章采用计算机仿真的方法，对神经网络的自适应框架和自适应理论进行了研究分析和实验验证，并给出了仿真结果。

This paper constructs the forecasting model of back-propagation using the theory of neural network , applying it to the logistics demand forecast , and validates its correctness and rationality by analyzing examples .

本文利用神经网络理论，建立了时间序列对象的反向传播（back-propagation，BP）预测模型，运用于物流需求量预测，并通过实例分析，验证了本模型的科学性与正确性。

Apart from providing the method of application of artificial intelligence in mix proportion design of concrete , a feasible method about building learning samples with the theory of neural network is obtained under the basic background .

此项研究除提供了人工智能在混凝土配合比设计中的应用方法外，还在具体研究问题的背景下，为神经网络理论在确立学习样本的方法上寻求了一个可行的途径。

In this paper , a fault monitor approach for high-speed rod-rolling mill is realized by collecting and analyzing its fault signals and finding out its fault characteristic parameters with the theory of neural network .

在对高速线材精轧机常见故障分析研究的基础上，通过对设备振动信号的采集、处理和提取特征参数的方法，结合人工神经网络原理，对其故障进行智能监测与诊断。

At last , a mid-temperature control of VAC Compound Reaction control system is designed according to the theory of neural network PID controller , and it proves that the neural network PID control methords are feasible in this project .

最后，根据神经网络PID控制器原理设计了合成中温控制系统，并通过现场模拟实验，证明了基于神经网络的PID控制方法在工程应用中的可行性。

The basic theory of neural network and an algorithm of BP are described in the paper . All the formula for BP are deduced . The number of hidden layers , the number of neurons and choice of transfer functions are discussed .

详细介绍了神经网络及BP算法的基本理论，推出了BP算法正向传播、反向传播过程中的所有计算公式，并对隐含层数、各隐含层的神经元数目及传输函数的选择进行了讨论。

With the knowledge representation , acquirement , inference and building an expert system with different field expert knowledge based on big-neuron method presented in this paper , the fundamental theory of neural network expert system based on big-neuron theory has thus been built .

本文基于大神经元原理建立了神经网络专家系统的基本理论和框架，同时提出知识表示、获取、推理以及建立由不同领域专家知识组成的专家系统的大神经元方法。

Based on Specifications for design of highway asphalt pavement ( JTJ014-97 ) and the theory of neural networks , a new method to calculate the deflection of three-layer elastic layered system with a three-layer BP neural network is presented in this paper .

以《公路沥青路面设计规范》（JTJ014－97）为依据，根据神经网络理论，提出采用三层BP网络近似计算柔性路面三层弹性层状体系理论弯沉的方法。

In this paper , the theory of neural networks is applied to input output analysis . Thereby a new model of input output is set up . By making some variables in the new model idealized and changed , it can be transformed into Leontief model .

把神经网络理论应用到投入产出分析中，由此建立起一种新的投入－产出模型，把这一模型中的某些变量理想化并进行变换后即可得到列昂节夫（Leontief）模型。

Chinese character recognition based on the theory of intelligent neural network system

智能神经网络组成原理在汉字识别中的应用

In this article basic theory of BP Neural network is introduced .

本文介绍了BP神经网络的基本原理。

Research on sediment-carrying capacity based on theory of BP neural network

用BP神经网络原理对水流挟沙力的研究

The Researches for the Theory of Fuzzy Neural Networks : A Survey

模糊神经网络理论研究综述