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他算法相当于Infomax贝尔和Sejnowski 1995 [ 1 ]利用最大。
he algorithm is equivalent to Infomax by Bell and Sejnowski 1995 [1] using a maximum likelihood formulation. No noise is assumed and the number of observations must equal the number of sources. The BFGS method [2] is used for optimization.
The number of independent components are calculated using Bayes Information Criterion [3] (BIC), with PCA for dimension reduction.
- 2023-08-15 10:45:03下载
- 积分：1
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以黎曼几何为理论依据，基于S.Amari的修正核函数思想提出了两种新的保角变换，用其对核函数进行数据依赖性改进，进一步提高支持向量机分类器泛化能力。以人工非线性...
以黎曼几何为理论依据，基于S.Amari的修正核函数思想提出了两种新的保角变换，用其对核函数进行数据依赖性改进，进一步提高支持向量机分类器泛化能力。以人工非线性分类问题
为对象进行研究，仿真实验结果表明采用新保角映射可以快速显著地改善分类器泛化性能，而且能大幅度地减少支持向量的数目。-Two novel conformal transformations were proposed based on the Riemannian geometry theory and S.Amari’sidea.And the kernel function was modified by the transformation in a data-dependent way.Our experimental results for theartificial nonlinear data set show that the generalization performance of support vector machines classifier is improvedremarkably and the number of support vectors is decreased greatly.
- 2022-01-26 07:39:35下载
- 积分：1
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GA sample program
遗传算法示例程序-GA sample program
- 2022-01-26 01:43:22下载
- 积分：1
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模式识别中的ISODATA算法演示
模式识别中的ISODATA算法演示-pattern recognition algorithms demonstrated the ISODATA
- 2022-03-06 09:04:28下载
- 积分：1
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基于自动学习的逻辑推理机。程序…
基于机器学习的自动逻辑推理机。本程序用归结反演策略实现了命题逻辑系统的自动推理。把要解决的问题作为一个要证明的命题，其目标公式被否定并化成子句形，然后添加到命题公式集中去,把消解反演系统应用于联合集，并推导出一个空子句(NIL)，产生一个矛盾。-based on the automatic machine learning logical reasoning machine. The procedures used attributed inversion strategy to achieve the propositional logic of automatic reasoning. Put the problem to be solved as a proposition to prove, with the goal being negated formula and shape into a phrase and then added to the Proposition formula to concentrate, digestion system for joint inversion sets and derived an empty phrase (NIL), resulting in a contradiction.
- 2022-12-19 10:50:03下载
- 积分：1
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模式识别与人工智能中经典算法younger算法的实现及应用
模式识别与人工智能中经典算法younger算法的实现及应用-Pattern Recognition and Artificial Intelligence in the classical algorithm younger Algorithm and Application
- 2022-03-20 10:35:19下载
- 积分：1
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Bimodal and multimodal function maximum use of the genetic algorithm to the netw...
双峰和多峰函数最大值的遗传算法求解
采用前向网络-Bimodal and multimodal function maximum use of the genetic algorithm to the network
- 2023-08-22 18:15:04下载
- 积分：1
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可用于bp,elman,rbf,grnn四种神经网络的预测命令
可用于bp,elman,rbf,grnn四种神经网络的预测命令-Can be used for bp, elman, rbf, grnn four types of neural network prediction order
- 2022-04-29 11:16:17下载
- 积分：1
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BPMLL is a package for training multi
BPMLL is a package for training multi-label BP neural networks. The package includes the MATLAB code of the algorithm BP-MLL, which is designed to deal with multi-label learning. It is in particular useful when a real-world object is associated with multiple labels simultaneously
- 2022-03-31 04:07:36下载
- 积分：1
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This is an image processing pattern recognition on the source code, including C...
这是图象处理模式识别一书的源代码，包括C++和MATLAB的程序，对于做这方面的研究人员来说，会很有帮助的。-This is an image processing pattern recognition on the source code, including C and Matlab procedures for doing this kind of research personnel, will be very helpful.
- 2022-10-17 07:15:03下载
- 积分：1
