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该文档包含了深度学习中的矢量化编程方式和程序示例(this document contain vectorization exercise of deep learning network)

Multiple kernel learning is a model to merge multiple kernels by linear combination. Mostly solving the models are slow due to explicit computation of kernels. Here, we propose to approximate kernel map function explicitly in finite dimensional space. Then, we use dual coordinate descent to solve the SVM. By storing the solutions in primal, we do not have to compute the kernel explicitly. A group lasso regularization on kernel weights is solved with SVM alternatingly. This is a side-project in my research projects with Dr. Yi-Ren Yeh and Dr. Frank Wang in Academia Sinica.

Source code for Radial basic function for classification

QC LDPC编码解码仿真程序。方便学习使用(QC LDPC codec simulation program. Easy to learn to use)

As we know, the energy needed for sensors should be electrical. So the rst step before start to work is to convert environmental energy to electrical one. Inside the node there are dierent components for sensing the area, collecting data and processing the data. So the main dierent part of this kind of nodes, in compare of WSN nodes, is the power part. Once the stored energy reach to a certain amount, the power supply for micro controller and transceiver will start to work. They will continue to work until they have energy, as soon as the energy nish, they stops and energy storage device start to work to save energy again. The other fact should be consider about EH-WSN node is that the available energy can change in dierent nodes. So every node has its own harvesting rate.

UnderActauted Robot Hands

对矩形进行小矩形分割，对点，边，单元进行标记，对laplase方程求解(Small rectangle rectangle split points, edges, unit mark of laplase Equations)

OFDM到AFDMA的映射（matlab）(OFDM to AFDMA mapping (matlab))

最短路径寻优路径规划程序，很不错(Shortest path optimization path planning process, very good)

matlab 数据分析资料 含有多种数据处理算法 主要为数据分析和统计(matlab data analysis, data processing algorithms with a variety of data mainly for data analysis and statistics)