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waveletFilter
利用小波变换分析去除采集信号中的噪声，如心电信号、声波信号等(Wavelet analysis to remove noise)
- 2014-08-01 22:37:44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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MATLAB
利用MATLAB进行数值计算与数据分析，很好的学习教材(The use of MATLAB for numerical analysis and data, good learning materials)
- 2009-04-16 19:44:01下载
- 积分：1
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New-svd-1
Singular value decomposition takes a rectangular matrix of gene expression data (defined as A, where A is a n x p matrix) in which the n rows represents the genes, and the p columns represents the experimental conditions.
- 2013-09-30 21:01:54下载
- 积分：1
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communicationdebug
用于移动通信系统的防真,用MATLAB实现.里面包含了MATLAB通信系统中常用的命令集.(Mobile communication system for anti-truth, the realization of using MATLAB. Which contains the MATLAB communication systems commonly used command sets.)
- 2007-11-15 21:10:10下载
- 积分：1
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mc
说明： 这是一个矩阵变换器双空间矢量控制的Matlab仿真程序，有simulink和s函数，用M语言编程。是作为电力行业的研究仿真(This is a matrix converter double-space vector control, Matlab simulation program, with simulink and s functions, with the M-language programming. As a simulation of the power industry)
- 2010-03-12 16:37:13下载
- 积分：1
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longue
说明： 实现声音时域分析，达到对声音信号短时能量的图形描绘分析(Time domain analysis to achieve the sound, the sound signal to the graphic description of short-term energy)
- 2010-05-05 10:50:27下载
- 积分：1
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PIDcontorl
this is machine mechanism in PID control of Motor whit zero-impulse used in matlab, draw freq fig.
- 2014-08-27 10:52:58下载
- 积分：1
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leastsquare
此代码通过matlab实现最小二乘回归线性模型参数功能(least square)
- 2009-03-30 14:40:09下载
- 积分：1
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pinyu
频域波束形成仿真图，可以自行修改包括采样频率，阵元数等数据(Frequency domain beamforming simulation map, can make its own decisions including the sampling frequency, the number of data element)
- 2009-06-11 19:35:36下载
- 积分：1
