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wavelet
小波变换用计算机的快速实现，采用MATLAB计算工具(Wavelet transform fast to achieve using the computer，Using MATLAB calculation tool)
- 2012-04-29 23:41:47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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粒子群算法源代码
说明： 粒子群算法源代码 介绍各种粒子群算法 一共13种(pso code introduce all kind of pso method total of 13)
- 2021-01-20 01:08:41下载
- 积分：1
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wimax
Wimax model, matlab simulation
- 2009-06-19 22:21:42下载
- 积分：1
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MATLAB
介绍了matlab的命令大全，以及相关的matlab的应用(Introduced the matlab command Daquan, and related applications matlab)
- 2011-01-03 10:35:45下载
- 积分：1
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yi
说明： 图像的贝叶斯分类MATLAB程序，最优阈值迭代法(Image of the Bayesian classifier MATLAB program，Iterative method of optimal threshold)
- 2012-04-15 19:20:16下载
- 积分：1
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traffic
Traffic Control System Model in Matlab
- 2013-08-22 18:14:37下载
- 积分：1
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KNN
用KNN仿真WiFi室内定位，指纹法室内定位(KNN simulation using WiFi indoor positioning)
- 2015-12-21 13:55:02下载
- 积分：1
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newton
牛顿迭代法求非线性方程的解，需输入初始值，方程，导数方程，步数，error(Newton iteration solution of nonlinear equations required to enter the initial value equation, derivative equation, step number, error)
- 2010-12-22 19:51:36下载
- 积分：1
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detection-matlab
eeg detection whether normal or abnormal
- 2011-01-19 00:37:40下载
- 积分：1
