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- Based on gradient descent rule, the BP( Back Propagation) algorithm is a local optimization algorithm. bp算法基于梯度下降原理,是一种局部寻优算法。
- The back propagation (BP) neural network model of 5-degree of freedom (DOF) upper limb rehabilitant robot was built. 摘要建立了5自由度上肢康复机器人的BP神经网络控制模型。
- Through applying an improved BP(back propagation) algorithm to city consume,a BP model is built. 针对城市消费预测问题;应用一种改进的BP算法;建立了相应的BP网络模型;并设计了基于BP神经网络的城市消费预测系统.
- The model used multiple stepwise regression method and back propagation method independently. 模型分别采用多元逐步回归方法和反向传播方法。
- The NN controller is trained with evolutionary computation and back propagation. 进化算法和反向传播被用于神经网络的训练。
- The back propagation(BP) neural network model of 5-degree of freedom(DOF) upper limb rehabilitant robot was built. 建立了5自由度上肢康复机器人的BP神经网络控制模型。
- The author puts forward an outline on evaluation of the storehouses and takes back propagation(BP) modes as an example. 提出了评价的基本思路,构建了评价的反向误差传播(BP)模型。
- To overcome those difficulties, we suggest the multiplayer perceptron trained by a back propagation as our recognizer. 我们在此建议使用利用倒传递网路训练的多层次认知元来克服这个困难。
- Lincoln W L,Skrzypek J.Synergy of Clustering Multiple Back Propagation Networks.NIPS 2,1991, San Mateo, CA: 650-657. 王迎春;耿长福;一种具有较强泛化能力的神经网络模型研究与应用;航天控制;2(2002)6-11.
- BP (Back Propagation) neural network models are applied to the nonlinearity compensation of sensors in this paper. 讨论了BP神经网络模型在传感器非线性补偿中的应用。
- In this paper,the back propagation algorithm of a multilayer feedforw ard 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。
- A new nonlinear BSS approach is developed by applying Edgeworth expansion and adaptive cumulant estimation into information back propagation algorithm. 将Edgeworth展开代入信息后向传输算法中,通过一种新的自适应累积量估计方法,克服了原算法指出的Edgeworth展开在盲信号分离中的缺限。
- Kruschke, J. K. "Human Category Learning: Implications for Back Propagation Models." Connection Science 5 (1) (1993): 3-37. 人类类别学习:指向退后的繁殖模式〉,《连结科学》第五卷第1期(1993年)3-37页。
- In this paper, a back propagation (BP) algorithm based multi-layer perceptron model was proposed to discriminate thermophilic and mesophilic proteins. 摘要采用误差反传(BP)算法的多层感知机模型,对嗜热蛋白和常温蛋白进行模式识别。
- It learns the weighting value based on the difference between the ideal output and the actual output, and then modifies the weighting value via back propagation. 而当学习权值时,却是根据理想输出与实际的误差,由前向后逐层修改权值(Back Propagation)。
- Taking the evaluation criterion of lake nutrient states as sample pattern, the network was trained in the light of learning rule of Error Back Propagation network. 将湖泊营养状态评价标准作为样本模式提供给网络,按照误差逆传播网络的学习规则对网络进行训练,经过39925次学习后,网络达到预先给定的收敛标准。
- At present,Back Propagation(BP) is the most widely used optimization techniques for training neural networks,but it has limited ability to find global solutions. 目前广泛应用于神经网络优化的方法是反向传播(Back Propagation,BP),但是BP神经网络的全局搜索能力很有限。
- Based on empirical mode decomposition (EMD) and back propagation (BP) neural network, a new method is proposed to identify flow pattern of oil-gas two-phase flow. 基于经验模态分解(empirical mode decomposition,EMD)和BP神经网络,提出了油气两相流流型辨识的新方法。
- Soon tired of the constraint of military life. 很快厌倦了军事生活的约束
- The model and learning algorithms of BP(Error Back Propagation)network,which is widely applied,is recommended,and RBF(Radial B asis Function)is simply recommended contrastively. 本文首先介绍了神经网络中应用最为成熟广泛的BP网络的模型及其学习算法 ,并简单对比介绍了RBF网络。