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SVMNR
支持向量机和BP神经网络虽然都可以用来做非线性回归,但它们所基于的理论基础不同,回归的机理也不相同。支持向量机基于结构风险最小化理论,普遍认为其泛化能力要比神经网络的强。为了验证这种观点,本文编写了支持向量机非线性回归的通用Matlab程序和基于神经网络工具箱的BP神经网络仿真模块,仿真结果证实,支持向量机做非线性回归不仅泛化能力强于BP网络,而且能避免神经网络的固有缺陷——训练结果不稳定。
(Support Vector Machine and BP neural network, even though there can be used to make non-linear regression, but they are based on the theoretical basis for the different, the mechanism of regression is not the same. Support vector machine based on structural risk minimization theory, generally considered the generalization ability of neural networks than the strong. To test this view, the paper prepared by non-linear regression support vector machine procedures and based on a common Matlab neural network toolbox of BP neural network )
- 2021-03-03 21:59:32下载
- 积分:1
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EKF2
永磁同步电机 卡尔曼 无速度传感器仿真 在实践中的 (matlab for pmsm ekf)
- 2012-07-03 19:12:41下载
- 积分:1
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codelength_recogcompare_BCH157
里面含有盲识别BCH码的长度的代码,用于matlAB子程序调试,很好用。(BCH code which contains the length of the blind identification code for matlAB subroutine debugging, very good use.)
- 2013-11-07 16:28:35下载
- 积分:1
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rarry
阵列信号处理开发工具箱,值得下载学习用。(Array signal processing development kit, it is worth learning to use to download.)
- 2011-07-15 20:55:03下载
- 积分:1
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M-series-shift-register-(2)
m序列移位寄存器 完成31位m序列。扩频通信中重要(M series shift register)
- 2012-05-03 16:45:37下载
- 积分:1
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10012317071b3663dc976f6dc6
matlab做时间序列分析的一本非常好的参考书。matlab在时间序列分析中的应用。(Time series analysis matlab to do a very good reference book. matlab in time series analysis application.)
- 2013-11-17 22:46:59下载
- 积分:1
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BPSK_PN_simulink
matlab环境下用simulink模拟BPSK扩频解扩过程(matlab environment simulation BPSK spreading despreading process using simulink)
- 2015-01-08 14:32:26下载
- 积分:1
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WirelessSensorNetSimulation
RSSI定位技术,基于接受信号强度的定位算法的ui仿真系统(RSSI positioning technology is based on the UI simulation system of location algorithm based on signal strength.)
- 2020-09-25 14:57:47下载
- 积分:1
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PV_simulink509
基于MATLAB的光伏阵列仿真模型,很好的学习资料,可以正确运行(Photovoltaic array simulation model based on MATLAB)
- 2018-05-09 16:25:20下载
- 积分:1
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Falsecolor_enhance
说明: 图像的伪彩色增强,把灰度图像转换为彩色图像(pseudo-color enhancement of image)
- 2011-03-20 20:07:11下载
- 积分:1