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FC_book_files
反馈控制问题-使用matlab及其控制系统工具箱的配套程序(Feedback control problems- using matlab control system toolbox and its supporting procedures)
- 2011-10-20 09:27:16下载
- 积分:1
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Matlab-Lecture-notes
matlab sourcecodes documents
- 2012-11-03 10:48:59下载
- 积分:1
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jacobi
3种jacobi迭代算法,即将Ax=b,转换为A=D-L-U,进而x=Bx+f(3 kinds of jacobi iterative algorithm, ie Ax = b, converted to A = DLU, and then x = Bx+ f)
- 2013-12-06 00:57:49下载
- 积分:1
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1807.01622
说明: 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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improvedchaossyspaper
改进的混沌优化方法及其应用
内容通俗易懂,是容易实现(Improved chaos optimization algorithm and its application easy to understand content, it is easy to achieve)
- 2009-04-01 17:54:53下载
- 积分:1
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CBWH_IET_CV
color image rgb conversion
- 2011-09-13 01:04:54下载
- 积分:1
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cluster_SVM
Clustering 和 SVM 结合的预测模型算法。聚类采用k-means方法,SVM采用lib-svm工具箱。(kMeans and SVM(support vector machine) prediction model is provided.)
- 2014-11-06 22:14:56下载
- 积分:1
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finite_difference
有限差分法解二维电场,里面有正方形,矩形,正六边形以及二维无限场域问题(Finite difference method solution of two-dimensional electric field, which has a square, rectangle, regular hexagon, as well as infinite two-dimensional field problems)
- 2007-11-13 19:06:12下载
- 积分:1
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QAM
对QAM的频谱、散图、眼图以及误码率进行了仿真。使用matlab语言。(QAM spectrum of scattered diagram, eye diagram and BER simulation. Using matlab language.)
- 2007-12-20 11:28:18下载
- 积分:1
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MATLAB
MATLAB概率统计,介绍MATLAB在概率统计中的若干命令和使用格式(MATLAB Probability and Statistics, Probability and Statistics in MATLAB to introduce a number of orders and the use of format)
- 2020-10-12 22:57:32下载
- 积分:1