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perceptron
感知器感知器算法训练二元线性分类器。结构体数据使用感知器学习规则
找到给定的二分类标签数据超平面。
(PERCEPTRON Perceptron algorithm to train binary linear classifier.
Synopsis:
model = perceptron(data)
model = perceptron(data,options)
model = perceptron(data,options,init_model)
Description:
model = perceptron(data) uses the Perceptron learning rule
to find separating hyperplane from given binary labeled data.
model = perceptron(data,options) specifies stopping condition of
the algorithm in structure options:
.tmax [1x1]... maximal number of iterations.
If tmax==-1 then it only returns index (model.last_update)
of data vector which should be used by the algorithm for updating
the linear rule in the next iteration.
model = perceptron(data,options,init_model) specifies initial model
which must contain:
.W [dim x 1] ... normal vector.
.b [1x1] ... bias of hyperplane.
.t [1x1] (optional) ... iteration number.
Input:
data [struct] Labeled (binary) training data.
.X [dim x num)
- 2011-05-01 18:19:52下载
- 积分:1
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100MatlabSamples
100个Matlab的编程实例,涉及图形应用、界面设计、图形处理、数值分析等内容,很实用,辛苦整理,与大家交流学习。(100 Matlab programming examples involving graphics, interface design, graphics, numerical analysis and other content, very practical, hard finish, and to share learning.)
- 2010-05-11 21:02:18下载
- 积分:1
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K-Lrenlianshibbie
1、 从网上下载人脸图像,构建人脸训练数据库和测试数据库,采用K-L变换进行特征脸提取,并实现人脸识别。通过K-L变换在人脸识别中的应用,加深对所学内容的理解和感性认识。(1, face image downloaded from the Internet, the construction of the training and test database face database, using K-L transform features face extraction, and realize the face recognition. Through k-l transform in face recognition application, deepen the understanding of the content of study and perceptual knowledge.)
- 2012-05-12 09:21:10下载
- 积分:1
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matlab-studying
关于Matlab学习的教程,尤其适合初学者学习(Tutorial on Matlab to learn, especially for beginners to learn)
- 2012-06-24 13:03:32下载
- 积分:1
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PSOt
大家好,这是一个基于粒子群优化算法的函数优化问题的MATLAB源码,希望能给大家提供帮助(Hello everyone, this is a particle swarm optimization algorithm based on function optimization problems MATLAB source code, I hope everyone can help)
- 2007-10-27 19:35:32下载
- 积分:1
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linear_feedback_shift_register_unit
实现产生伪随机序列的部件 —— 线性反馈移位寄存器单元。 SFlog2为扩频因子的底数为2的对数值,cycle为PN序列的周期,其值为2^SFlog2。initial_state为移位寄存器的初始状态,generator_polynomial_coefficient为生成PN序列所需的本原多项式,对应于移位寄存器的连接向量。(The realization of pseudo-random sequence generated components- LFSR unit. SFlog2 factor for the spread-spectrum base 2 of value, cycle for the PN sequence cycle, its value is 2 ^ SFlog2. initial_state shift register for the initial state, generator_polynomial_coefficient to generate the necessary PN sequence primitive polynomial, corresponding to the shift register connection vector.)
- 2008-06-28 11:03:05下载
- 积分:1
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PID
pid控制算法程序,作为工业控制中的一种常用控制算法PID运算。(pid control algorithm process, as a common industrial control PID control algorithm operation.)
- 2010-06-05 09:33:35下载
- 积分:1
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SPWMinverter
SPWM控制的逆变器simulink范例。通过更改开关的占空比来调节输出电压(Simulink example SPWM inverter control. By changing the switch duty cycle to regulate the output voltage)
- 2014-02-19 18:00:53下载
- 积分:1
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CORBA_POA
CORBA Portable Server Concept and Implementation
Impotant for the new CORBA comers(CORBA Portable Server Concept and Impleme ntation Impotant CORBA for the new comers)
- 2006-09-27 10:41:19下载
- 积分:1
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duochongfenxing
提供两个小程序,一个是多重分形谱算法;另一个是盒子维数的计算。(Provide two small programs, one is multifractal spectrum algorithm the other is the calculation of box dimension.)
- 2011-02-15 16:13:24下载
- 积分:1