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1.1
matlab基本程序,动态系统仿真,单位跃阶相应特性(matlab basic procedures, dynamic system simulation, units of the corresponding characteristics of jump-order)
- 2010-11-09 08:25:25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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tcm8psk
本人编写的TCM解调源程序共享,为大家研究做简单的抛砖引玉(I prepared TCM demodulation source sharing, for everyone to consider doing something simple)
- 2020-12-19 21:39:09下载
- 积分:1
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Matlab7.x
MATLAB图像处理,MATLAB图像处理代码大全。(MATLAB image processing, MATLAB Image Processing Code Complete.)
- 2011-05-22 15:10:53下载
- 积分:1
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pso-powerflow
基于matlab的基本粒子群优化算法,可应用与最优潮流计算等(Matlab-based optimization of the particle swarm algorithm can be applied with optimal power flow calculation)
- 2007-05-13 23:19:34下载
- 积分:1
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Arithmetic
此文件包包含了dijkstra/dynamic.弗洛伊德、克丽丝卡尔、random-generate.binary-search/等算法,是MATLAB路径问题的重要解决方法(This package contains the dijkstra/dynamic. Freud, Kris Carr, random-generate.binary-search/algorithms, MATLAB path problem is an important solution)
- 2014-08-09 14:32:13下载
- 积分:1
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threelevel_voltagesource_RL_load_V2a
Three level voltage source inverter with RL load
- 2014-12-22 20:01:46下载
- 积分:1
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2D_TRUSS_PROGRAM_
Truss program with finite element method,
- 2010-08-02 18:43:04下载
- 积分:1
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source-code
图像的几何矫算法及其用MATLAB实现的代码,内容全面,包含图片(The geometry of the image by algorithm and MATLAB code, comprehensive, including pictures
)
- 2012-04-17 20:34:22下载
- 积分:1
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IEEE34-with-wind
介绍关于IEEE34-with-wind及其仿真模型(About IEEE34-with-wind and its simulation model)
- 2013-10-01 19:23:05下载
- 积分:1