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simulated-annealing-algorithm-
加温模拟退火算法 应用 matlab程序(Heating simulated annealing algorithm in matlab program )
- 2012-02-10 21:01:33下载
- 积分：1
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1807.01622
深度神经网络在函数近似中表现优越，然而需要从头开始训练。另一方面，贝叶斯方法，像高斯过程（GPs），可以利用利用先验知识在测试阶段进行快速推理。然而，高斯过程的计算量很大，也很难设计出合适的先验。本篇论文中我们提出了一种神经模型，条件神经过程（CNPs），可以结合这两者的优点。CNPs受灵活的随机过程的启发，比如GPs，但是结构是神经网络，并且通过梯度下降训练。CNPs通过很少的数据训练后就可以进行准确的预测，然后扩展到复杂函数和大数据集。我们证明了这个方法在一些典型的机器学习任务上面的的表现和功能，比如回归，分类和图像补全(Deep neural networks perform well in function approximation, but they need to be trained from scratch. On the other hand, Bayesian methods, such as Gauss Process (GPs), can make use of prior knowledge to conduct rapid reasoning in the testing stage. However, the calculation of Gauss process is very heavy, and it is difficult to design a suitable priori. In this paper, we propose a neural model, conditional neural processes (CNPs), which can combine the advantages of both. CNPs are inspired by flexible stochastic processes, such as GPs, but are structured as neural networks and trained by gradient descent. CNPs can predict accurately with very little data training, and then extend to complex functions and large data sets. We demonstrate the performance and functions of this method on some typical machine learning tasks, such as regression, classification and image completion.)
- 2020-06-23 22:20:02下载
- 积分：1
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framewrite
Write frame sequence to hard disk as a RAW image file
- 2010-06-30 20:16:54下载
- 积分：1
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Shannon
随机产生一个信源概率空间，并对其进行香农编码，输出码长和编码(shannon coding)
- 2014-12-22 21:01:05下载
- 积分：1
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matlabBspline
MATLAB软件对b样条曲线曲面进行拟合(B-spline curve and surface fitting)
- 2020-07-26 19:08:41下载
- 积分：1
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1
说明： This is anothe file for you transmited transport high class
- 2013-07-29 21:40:33下载
- 积分：1
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unit-commitmen
unit commitment in power system analysis
- 2013-10-11 21:46:13下载
- 积分：1
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duobu
多项式核函数的支持向量机作为模型预测的预测模型,多非线性系统进行多步模型预测控制(Polynomial kernel function as support vector machine model to predict the forecast model, nonlinear systems, multi-step model predictive control)
- 2013-03-29 13:55:55下载
- 积分：1
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MATLAB-PWM
利用Simulink建立起PWM产生电路，产生PWM波并对PWM波优化设计(Use Simulink to build PWM generation circuit for generating a PWM wave and PWM wave optimal design)
- 2014-11-30 15:35:08下载
- 积分：1
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AF-DF-CC
关于协作通信方面的放大转发、译码转发、编码协作的介绍，对学习协作通信非常有帮助。(About cooperative communications amplification forwarding, forwarding decoding encoded collaboration introduction learning collaborative communication is very helpful.)
- 2014-05-24 11:12:01下载
- 积分：1
