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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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dimats
二色散射模型去雾算法,以及深度图的获取,效果较好(Dichroic scattering model to fog algorithms, as well as the acquisition of the depth map, the better)
- 2013-01-17 20:02:20下载
- 积分:1
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optimal-steady-state
TE过程仿真模块 SIMULINK 对应有参考文献 对于研究田纳西伊斯曼的同志 绝对是福音(TE process SIMULINK simulation module corresponds with references for the study of Tennessee Eastman comrades absolutely Gospel)
- 2013-09-25 20:45:21下载
- 积分:1
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111
文章重点讲述了MATLAB与Excel间的数据交换应用和原理。(This paper focuses on the application and principle of data exchange between MATLAB and Excel.)
- 2013-12-07 15:36:04下载
- 积分:1
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s1
说明: 利用自然梯度算法,仿真盲信号分离过程,并给出学习收敛曲线(Use of natural gradient algorithm, simulation blind signal separation process, and gives the convergence curve of learning)
- 2009-12-18 16:21:49下载
- 积分:1
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Visual-CPP_MATLAB-usefull-example
Visual C++_MATLAB图像处理与识别实用案例精选(Visual C++ _MATLAB practical image processing and recognition of selected cases)
- 2011-05-12 11:08:16下载
- 积分:1
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dvr
Matlab source code simulating the distance vector routing protocol,
- 2013-04-13 10:16:38下载
- 积分:1
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henzhuanjusvpwm
一个基于矢量控制的无速度传感器MATLAB仿真模型。(Based on vector control without a speed sensor MATLAB simulation model.)
- 2007-11-28 11:54:55下载
- 积分:1
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xsldemo_solvers
This model simulates a Foucault pendulum (a stiff system).
The model calculates the normalized pendulum energy
- 2013-07-31 21:05:36下载
- 积分:1
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ICP
ICP算法,matlab源程序。可以实现立体数据间的配准(ICP algorithm, matlab source. Registration can be achieved between the three-dimensional data)
- 2013-03-24 14:39:41下载
- 积分:1