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GAbp
好东西大家分享，希望可以给大家帮助，谢谢！(Good things to share, hope can give you help, thank you!)
- 2010-08-09 09:35:08下载
- 积分：1
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my_hopfield
hopfield neural network with an example
- 2011-12-23 22:33:03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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mathmodl
matlab建模工具箱及其应用 功能强大 收藏了很久了 和大家一起分享(Modeling and Its Application matlab toolbox powerful collection of a long time and the community together to share)
- 2008-01-09 00:50:22下载
- 积分：1
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dsp_usefultools
数字信号处理中的几个有用的变换的实现，对学习很有用的。(Digital Signal Processing Several useful Transform realize, very useful for learning.)
- 2008-03-08 22:33:00下载
- 积分：1
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match
说明： 这是SIFT算法在匹配遥感方面的一个应用，实现自动匹配识别功能(This is the SIFT algorithm to match an application of remote sensing, automatic matching recognition)
- 2010-04-04 16:05:45下载
- 积分：1
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matlaboptionals
说明： matlab 解决最优化问题的教程。在科学研究和工程实践中经常遇到。(matlab solve the optimization problem of the course. In scientific research and engineering are often encountered in practice.)
- 2009-08-19 14:43:29下载
- 积分：1
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GT
说明： 在无线传感器网络中，节点间的重复博弈，最后得到最优解，使系统性能最佳状态(In wireless sensor networks, repeated games between nodes, and finally get the optimal solution, so that system performance status)
- 2015-11-02 17:35:14下载
- 积分：1
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runlength
本人写的用行程算法进行连通域标记的一段小代码(I used to write the trip algorithm connected domain labeled a small code)
- 2007-08-13 20:38:03下载
- 积分：1
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am
说明： Matlab通信仿真与应用 刘敏 魏玲编著(Matlab simulation and application of communication edited by Liu Wei Ling)
- 2009-03-11 14:24:51下载
- 积分：1
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