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The main reason for using neural network in time series analysis and system identification is that a trained neural network has the capability to approximate a arbitrary bounded continuous function.

在时间序列分析和系统辨识中,利用神经网络的一个主要原因就是前向神经网络逼近任意连续有界函数的能力。

The stability of the network is given by the state equation of the network.

根据动态前向神经网络的状态方程,本文给出该神经网络的稳定条件。

The method of multiple models approximation using self-organizing map neural network is analyzed. The mechanism of this method is different to that of approximation method using other kinds of feedforward neural networks.

针对基于自组织映射神经网络的非线性函数逼近,研究其方法和原理,指出它与一般前向神经网络在逼近原理上的不同。

Feedforward Multilayer Neural Network has been extensively studied due to its importance and wide application.

摘要作为神经网络重要模型之一的前向神经网络一直是人们研究的热点。

According to the input of the sample set, a function set of multiresolution wavelet is obtained and the output vectors of each node are also computed.

总结了多层前向神经网络的结构设计方法,然后提出了一种新的小波神经网络构造算法。

In neural networks learning, the Sigmoid function is improved and the stability conditions of backpropagation algorithm is analyzed theoretically.

在神经网络学习中,改进了前向神经网络中Sigmoid作用函数表达式,并在理论上分析了反向传播修正权值的迭代算法稳定收敛的充分条件。

This experiment further investigated the possibility of differentiation of BMSCs in rats into neural stem cells in vitro, and into neural cells and neuroepithelial cells, so as to provide seed cells for cell transplantation of nervous system disease.

目的:已证实骨髓基质细胞可分化为中胚层组织细胞,实验予进一步探讨体外分离培养的骨髓基质细胞向神经干细胞分化的可能性,以及是否能继续定向分化为神经细胞及神经胶质细胞,为神经系统疾病细胞移植治疗提供种子细胞。

Bone marrow stromal cells are cells got rid of hemopoietic stem cells in marrow cell of mature individual, which is approved to be multi-differentiation potential including transforming into neural stem cell, and differentiation into neurs and neuroglial cell.

骨髓基质细胞(Bone marrow stromal cells,BMSCs)是成体骨髓细胞中除造血干细胞之外的另一类骨髓干细胞,近年来的研究证明其具有多向分化的潜能,包括向神经干细胞转化,并可进一步分化为神经元和神经胶质细胞。

Preinduction was performed using basic fibroblast growth factor, which could promote the differentiation from BMSCs into nerve precursor cells or neurons. The expression of neuroprotein molecule was coincided with the development of neural cells.

在添加化学诱导剂之前先使用成纤维生长因子进行预诱导,能促进骨髓间充质干细胞向神经前体细胞和神经元转化,且在诱导分化过程中神经蛋白分子的表达顺序与神经细胞发育过程一致。

Solveing to some extent problem to define hidden layer node number of feed forward networks,and makeing successfully it to apply to solve weierstrass theorem of that is polynomial approach continuous function;and establishing dynamic mathematical neural networks of Romberg integration.

从而在一定程度上解决了前向神经网络隐层结点数无法确定的难题,并成功地将其运用于解决用多项式逼近连续函数的魏尔斯特拉斯定理,并建立了龙贝格求定积分的动态数学神经网络模型。

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