The Kohonen self-organizing neural network is a useful tool for pattern recognition. Based on the Kohonen map obtained from the training set, predictions can be made for the unknown objects. The problem is how to determine the membership of new objects hitting empty neurons which were not ...
This paper presented an algorithm of fixturing surfaces grouping and selection based on Kohonen self-organizing neural network and the algorithm of optimizing locating points based on genetic algorithm. 提出基于Kohonen自组织神经网络的装夹面分组与选择算法和基于遗传算法的定位点优化算法,利用人工神经网络来处...
6) Kohonen self-organizing neural network Kohonen自组织神经网络 1. This paper presented an algorithm of fixturing surfaces grouping and selection based onKohonen self-organizing neural networkand the algorithm of optimizing locating points based on genetic algorithm. ...
Kohonen's self-organizing maps (SOM) were examined as an effective clustering procedure. Based on such maps, the clustering of factor spaces of different dimensions was carried out, and a representative sample was formed. To verify our approach we synthesized the MLP neural network and trained ...
5) self-organizing feature map 自组织特征映射 1. The application of self-organizing feature map neural network to logging lithological identification; 自组织特征映射神经网络在测井岩性识别中的应用 2. Application and Analysis of Self-Organizing Feature Map; 自组织特征映射网络的分析与应用 3. ...
1.This paper presented an algorithm of fixturing surfaces grouping and selection based onKohonen self-organizing neural networkand the algorithm of optimizing locating points based on genetic algorithm.提出基于Kohonen自组织神经网络的装夹面分组与选择算法和基于遗传算法的定位点优化算法,利用人工神经网络来处理...
Adaptive back-propagation neural network, radial basis function network, the art network, Kohonen self-organizing network, Hopfield and Elman recurrent neural network. 翻译结果2复制译文编辑译文朗读译文返回顶部 正在翻译,请等待... 翻译结果3复制译文编辑译文朗读译文返回顶部 Back-propagation neural networks,...
Artificial Neural Networks (ANN) are commonly used for back-propagation (BP) adaptive neural networks, radial basis functions (RBF) network, network, Kohonen ART self-organizing network, Hopfield Elman regression and neural network. 翻译结果5复制译文编辑译文朗读译文返回顶部 ...
detail.bookuu.com|基于2个网页 3. 年提出 Neural Network Overview 1类神经网路综览 (DOC) ... Kohonen 於 1980 提出Kohonen於 1980年提出Euclidean 距离 ... www.docstoc.com|基于2个网页 更多释义 释义: 全部,自组织神经网络,学习规则,年提出
Kohonen Self Organizing Map (SOM) is an unsupervised neural network that can create a low-dimensional representation of the high-dimensional input data, allowing for visual analysis and interpretation of the clusters. In the context of time series data, SOMs can be used to identify patterns and ...