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- It may also allow for fine-tuning the sharing frequency to optimize learning rate while reducing communication bandwidth. 同时还将提供共享频率调优的方法，以优化学习效率同时降低通信带宽。
- optimization learning rate 优化步长
- The learning rate and system momentum affect the RMSE of the trained system. 学习速率及动量两个参数值的变化则会影响系统在训练时的均方累积误差量(RMSE)。
- To determine the parameters of model on number of node in hidden layers, learning rate, coefficient of momentum. 通过反复试验,确定了隐含层节点数、学习速率、动量系数等模型参数。
- Learning rate and neuron's scale factor of the neural PID controller are optimized by the simplex method. 摘要利用单此形法优化神经元PID控制器的学习速率和神经元比例系数。
- Cerebellar model articulation (CMAC) was developed about three decades ago, but yet it lacks good learning rate parameter. 是一种局部逼近神经网络,它发展了近30年,但是关于其学习率的确定仍缺乏好的方法。
- Hence, a new RPEM-DLR algorithm is proposed in this thesis, which can adjust the learning rate dynamically in the learning process. 因此，本文提出了一种能在学习过程中动态调整学习率的 RPEM-DLR 算法。
- It is often tempting to hurry the child beyond his natural learning rate, but this can set up dangerous feeling of failure and states of worry in the child. 促使孩子超常学习通常具有诱惑力,但这样做有可能在孩子身上形成危险的失败感的焦虑心理。
- A new type of CMAC self leaning controller,which can select its own learning rate,has been presented by analyzing the learning principle of CMAC network and CSTR plant. 通过分析 CMAC神经网络的学习机制和连续搅拌反应釜的结构 ;提出了一种自动选择学习率的 CMAC自学习控制方法 .
- Another is offline global optimization method that one-off use of the simplex optimizer is equal to the optimal learning factors. 另一种是离线优化法，这是一种全局优化法，使用单纯形优化器只需一步优化，得到最优学习参数。
- A new type of CMAC self-learning controller,which can select learning rate its own, has been presented by analyzing the learning principle of CMAC network and CSSR plant. 本文通过分析CMAC神经网络的学习机制和连续搅拌反应釜的结构，提出了一种自动选择学习率的CMAC自学习控制方法。
- By the use of the additional momentum method and adaptive learning rate of BP network, a neural network model was established to calculate the speed of tidal bore. 运用BP网络附加动量法和自适应学习速率法,建立神经网络模型,模拟计算涌潮波速。
- Given initial learning rate, the RPEM-DLR algorithm can adjust the learning rate automatically in the learning process and fasten the convergence of the algorithm. 在给定初始学习率的情况下，该算法能自动在学习过程中调节学习率，加快了算法的收敛速度， 提高了算法性能。
- Based on this,this paper proposes a hybrid method that si-multaneously considers these three factors,and dynamically tunes the learning rate and regularization coefficient. 基于此,提出了一种同时考虑这三种因素的混合学习方法,并动态地调整学习率和正则项系数。
- The toolkit we have developed supports personalized 2D/3D visualizations, optimal learning &planning, and on-line interactive medical education. 该工具包可应用于个性化的二维及三维数据场可视化、优化的学习及手术规划和在线的交互医学教育。
- Finally it uses variable learning rate gradient descent method to optimize optimum network which is trained by genetic algorithm, then applied in the multiuser detection. 并用变学习速率梯度下降法优化遗传训练出的最优网络，应用到多用户检测中。
- For optimal learning, it is generally recommended, and my personal experience support that, that you come back to the same audiobook for at least 5 times. 为达到最佳的学习，人们普遍建议，而且我个人的经验支持，你回来同一声至少5次。
- When did you begin learning English? 你何时开始学习英语的？
- After trained repeatedly, the optimal number j of hidden layer node and the range of corresponding learning rate L were found according to the Mean Square Error (MSE) of training set and testing set. As a result, the optimal structure of net was obtained. 经反复的初训练后,根据训练集和测试集的均方误差找到了最佳隐层节点数j和对应的学习率L的范围,从而获得了网络的优化结构;
- The simulation results in a servo system show that this improved method can avoid the uncertainty of learning rate selected by experience and improve the speed of convergence of the CMAC. 仿真结果表明，改进算法避免了学习速率选取的经验不确定性，提高了CMAC学习收敛的快速性。
