必应词典为您提供Self-organising-Maps的释义,网络释义: 自组织射映;自我管理地图;
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SOM(Self-organising maps,自组织)简单介绍 SOM(自组织)简单介绍 SOM 简介 SOM 即自组织映射,是一种用于特征检测的无监督学习神经网络。它模拟人脑中处于不同区域的神经细胞分工不同的特点,即不同区域具有不同的响应特征,而且这一过程是自动完成的。SOM 用于生成训练样本的低维空间,可以将高维数据间复杂的非线性统...
Self-Organising Maps for Image Segmentation Self-organising maps (SOMs) have been applied in many different areas of science. In a typical application, large numbers of objects (thousands or more) ar... R Wehrens - Advances in Data Analysis, Data Handling & Business Intelligence-conference of ...
Self Organising Maps: An Interesting Tool for Exploratory Data AnalysisThe Self-Organizing Map (SOM) is an unsupervised neural network based on competitive learning. It projects highdimensional input data onto a low dimensional (usually two-dimensional) space. Because it preserves the neighborhood ...
Self-organising maps (SOMs) have been used effectively in the visualisation and analysis of multidimensional data, with applications in exploratory data an... M Rubio,V Giménez - 《Neural Computing & Applications》 被引量: 38发表: 2003年 加载更多来源...
In this study self-organising maps (SOM) were used to classify the coordination patterns of four participants performing three different types of basketball shot from different distances. The shots were the free throw, the three-point and the hook shot. The free throw and three-point shot were...
The Self-Organized Maps community had once again the opportunity to meet and to share knowledge and expertise. Since the first publications, the SOM algorithm as defined by Teuvo Kohonen in the seventies has known a large development. Nowadays, it is used as well as other classical methods for...
Self-Organising Maps: Applications in GI Science brings together the latest geographical research where extensive use has been made of the SOM algorithm, and provides readers with a snapshot of these tools that can then be adapted and used in new research projects. The book begins with an overv...