Over-fitting in feedforward multilayer neural network was studied in this paper.
对多层前传网络的过拟合问题进行了探讨。
The examples show that the Quick BP Algorithm has good capability and is applicable to the multilayer neural network.
经过对实际算例的模拟，结果表明本文给出的快速BP算法是一种适用于多层神经网络的、性能忧良的学习算法。
The transformed color coordinates were taken as inputs of a multilayer neural network. Based on network outputs, the RGB values to be predicted were calculated.
转换后的颜色坐标作为神经网络的输入，根据神经网络的输出就能得到预测的RGB值。
An optimization algorithm design based on chaotic variable is proposed for multilayer fuzzy neural network.
提出了一种基于混沌变量的多层模糊神经网络优化算法设计。
Automated identification of tomato maturation using multilayer feedforward neural network with GA can be realized.
采用遗传算法训练的多层前馈神经网络实现番茄成熟度的自动判别。
In this paper, the authors study the detection of signals in non-Gaussian noise, and employ a multilayer perceptron neural network as a detector.
本文研究了非高斯噪声中信号的检测，采用多层感知器神经网络作为检测器。
In this paper, a new scheme of multiresolution recognition of unconstrained handwritten numerals based on dyadic wavelet transform and multilayer cluster neural network is presented.
提出一种基于二进小波变换与多层分组神经网络的自由手写体数字的多分辨率识别算法。
Meanwhile some research achievements had been summarized about approaching and generalization ability of the multilayer forward neural network, which was rationale for the next modeling.
同时总结了有关多层前向网络逼近能力和泛化能力的一些研究成果，作为后续建模工作的理论依据。
In this paper, the back propagation algorithm of a multilayer feedforward neural network was defined as BP algorithm?
利用前向多层神经网络的反向传播算法，即BP算法。
Multilayer feedforward neural network is the most popular one in practice.
多层前馈神经网络是在实践中应用最为广泛的一种神经网络。
This paper presents a new method of identifying the mass of free flying space robot body using multilayer feedforward neural network based on its attitude disturbance characteristic.
根据空间机器人姿态干扰特性，本文提出了利用多层前向神经网络来辨识自由飞行空间机器人本体质量的算法。
This paper compresses remote sensing images with multilayer feedforward neural network and gives the compression algorithm in detail.
本文采用多层前馈神经网络对遥感图像进行压缩，给出了具体的压缩算法。
An artificial neural network method is proposed for hydrological forecasting, the hybrid gradient method for multilayer feedforward neural network developed.
提出了径流长期分级预报的人工神经网络方法，给出了多层前馈网络的联合梯度算法。
The neural network used is called DLF network, which is the combination of multilayer feedforward network with linear model.
所采用的网络为一种将线性模型与多层前向网络相结合的DLF网络。
Aiming at the difficulties in modeling the complex MIMO system, the multilayer local recurrent neural network is used to build the predictive model of the process off-line.
针对复杂多变量系统难以建模的问题，采用多层局部回归神经网络离线建立其预测模型。
In this article, the authors introduce a method of controlling certain types of nonlinear dynamical systems whose dynamics can be modelled by a multilayer BP neural network.
从某类可以被多层BP神经网络建模的非线性系统出发，给出一种控制方法。
In this article, the authors introduce a method of controlling certain types of nonlinear dynamical systems whose dynamics can be modelled by a multilayer BP neural network.
从某类可以被多层BP神经网络建模的非线性系统出发，给出一种控制方法。
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