引入学习率来加快BP神经网络的训练速度。
The introduction study rate speeds up the BP neural network the training speed.
对目标误差、网络的学习率和训练次数进行了具体的优化。
The optimum programs are made for the target error, the learning of Neural Network, the time of training.
利用动态学习率改进BP算法,建立了混合神经网络模型。
A mixed NN model is constructed using BP algorithm improved with dynamic learning rate.
使用自适应学习率的算法调整网络的权值,加快了网络的学习速度。
Using an algorithms of adaptive learning rates adjust the network's weight for quickening learning rates.
个人或组织所经历的探索发现和开发进程的学习率是《学习曲线》这篇文章的重点。
The experienced learning rates for exploratory discovery and development processes, for individuals and organizations, is more the focus of the main learning curve article.
变学习率学习法则是近年来提出并被验证的适用于对抗系统的学习法则。
WOLF (Win or Learn Fast) is a newly proposed learning principle which is proven to be suitable for adversarial system.
首先研究了初始权值的范围、学习率和正则项系数对泛化性能和学习速度的影响。
First, this paper investigates the effect of initial weight ranges, learning rate, and regularization co-efficient on generalization performance and learning speed.
最后结合XOR问题把一种自适应学习率BP算法和标准BP算法进行了比较和评价。
At last, a kind of BP algorithm with adaptive learning rate is evaluated and compared with standard BP algorithm by XOR problem.
有相当多的参数进行优化,如网络层结构,迭代次数,学习率,动量项,只是仅举几例。
There are quite a few parameters to be optimized, like the network layer structure, the number of iterations, the learning rate, the momentum term, just to mention a few.
小波神经网络的训练采用自适应调整学习率及动量系数的方法,以避免陷入局部极小值。
The self-adaptive learning rate and momentum coefficient are used to avoid the local minimum point in the training process of wavelet neural network.
在RBF神经网络的学习过程中,根据性能函数调节学习率,可以加快学习的收敛过程。
During the process of learning the RBF neural network, one can accelerate the converging process of learning by regulating the learning speed according to a performance function.
针对这样的问题,本文提出一种证据丢失参数模型,并推导出包含学习率的EM更新算法。
Aiming at this question, this paper proposes a parameter model under evidence loss and deduce an EM updating algorithm which contains learning rate.
就训练次数与精确度而言,它明显优于共轭梯度法及变学习率的BP算法,适用于系统辨识。
Concerned with the training process and accuracy, the LM algorithm is superior to conjugate gradient algorithm and a variable learning rate back propagation (BP) algorithm.
在此基础上,本文提出了一种混合的方法,同时考虑这三个因素,动态调整学习率和正则化系数。
Based on this, this paper proposes a hybrid method that simultaneously considers these three factors, and dynamically tunes the learning rate and regularization coefficient.
对小波神经网络采用最速梯度下降法优化网络参数,并对学习率采用自适应学习速率方法自动调节。
In WNN the most fast grads descent methodology was adopted to adjust the network parameters and the learning rate by self adapting learning rate method.
本章重点从邻域函数、学习率调整等方面研究了二维网络的改进算法,并将之应用于烟叶动态分类问题。
The algorithm of two-dimensional Kohonen network is improved from serval aspects such as neighborhood function, learning rate, etc. It is applied into tobacco clustering.
这个规则通过引入alpha (0 < alpha <1)完成。 我们把 alpha 称为 学习率。
This is accomplished by introducing alpha (0 < alpha < 1), which is called the learning rate.
该自组织BP网络算法能够根据当前收敛状态自动调整学习率,使得网络收敛速度与学习率变化保持一致。
The algorithm can change network's learning rate followed by network's convergence state, and can adjust network's structure based on the neurons' change and their relationship.
考察了隐层节点数对网络收敛速度、识别正确率的影响以及学习率对收敛速度的影响,改进了网络训练算法。
The influence to convergent speed and recognition accuracy of both concealed layer node count and the learning rate is considered.
在个人信用评估部分中,对所有的离散数据进行量化处理,然后使用局部学习率自适应算法,对BP算法加以改进。
In the individual credit evaluation part, it quantifies all kinds of scattered data, and to improve BP algorithm it USES local self-adaptive study rate algorithm.
该文研究用BP神经网络建立船舶主柴油机模型的方法,并对BP算法进行了改进,提出了一种动态优化学习率的方法。
This paper proposes a method to build up a model of a Marine main engine based on BP neural network. A new method of selecting leaning rate is also stated using dynamic optimal algorithm.
通过离线的迭代算法生成高精度的样本点来训练神经网络,使用动量法、变学习率法和共轭梯度法提高BP网络的收敛速度。
Methods based on BP neural network and RBF neural network were studied to solve inverse kinematics. The training samples were obtained through off-line numerical method with high precision.
该模型可以使用不同的学习率和不同的成本数据进行计算,最后的结果表明,早期实施最优产品重新设计策略提高了产品的累积净价值。
The model can be used with different sets of learning rates and cost data. The final results demonstrate that the early implementation of the optimal redesign in…
提出了自适应学习率及动量因子的BP神经网络算法和误差逼近度渐近收缩学习的BP神经网络算法,并将其应用于汽轮发电机组振动故障诊断与识别。
The improved BP algorithms based on adaptive parameters adjustment and error contracting gradually are presented, which are applied successfully to fault diagnosis of steam- turbine generator unit.
在上了年纪中的美国人中,八十多年得学习中可以发现自杀率有了很大的下降。
The greatest decline in suicide rates over the eight decades of the study was observed in older Americans.
同学习读写的几率相比,一名苏丹南部女孩出生时的死亡率更高。
A South Sudanese girl is more likely to die in childbirth than to learn to read and write.
明白自己最适合的学习节率和时间框架,借此来最大化你的学习能力。
Figure out which rhythm and time frame suits you best and use this to maximize your learning ability.
明白自己最适合的学习节率和时间框架,借此来最大化你的学习能力。
Figure out which rhythm and time frame suits you best and use this to maximize your learning ability.
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