- self-organizing feature map
The New English-Russian Dictionary of Radio-electronics. F.V Lisovsky . 2005.
self-organizing feature map
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Self-organizing map — A self organizing map (SOM) is a type of artificial neural network that is trained using unsupervised learning to produce a low dimensional (typically two dimensional), discretized representation of the input space of the training samples, called … Wikipedia
Self-organizing map — Carte auto adaptative Carte auto adaptative ou auto organisatrice est une classe de réseau de neurones artificiels fondée sur des méthodes d apprentissage non supervisée. On la désigne souvent par le terme anglais self organizing map (SOM), on… … Wikipédia en Français
Growing self-organizing map — A growing self organizing map (GSOM) is a growing variant of the popular self organizing map (SOM). The GSOM was developed to address the issue of identifying a suitable map size in the SOM. It starts with a minimal number of nodes (usually 4)… … Wikipedia
Generative topographic map — (GTM) is a machine learning method that is a probabilistic counterpart of the self organizing map (SOM), is provably convergent and does not require a shrinking neighborhood or a decreasing step size. It is a generative model: the data is assumed … Wikipedia
Joseph Brant Arseneau — (born 3 September 1967) is mainly known in finance for his ability aid banks in the development of trading and risk systems. He was also involved in the development of the Renewable Energy Derivative, which is a structured product that… … Wikipedia
SOFM — abbr. self organizing feature map … Dictionary of abbreviations
Meme — For other uses, see Meme (disambiguation). A meme ( /ˈmiː … Wikipedia
Nonlinear dimensionality reduction — High dimensional data, meaning data that requires more than two or three dimensions to represent, can be difficult to interpret. One approach to simplification is to assume that the data of interest lies on an embedded non linear manifold within… … Wikipedia
Neural gas — Not to be confused with Nerve gas. Neural gas is an artificial neural network, inspired by the self organizing map and introduced in 1991 by Thomas Martinetz and Klaus Schulten.[1] The neural gas is a simple algorithm for finding optimal data… … Wikipedia
Agile software development — poster Agile software development is a group of software development methodologies based on iterative and incremental development, where requirements and solutions evolve through collaboration between self organizing, cross functional teams. It… … Wikipedia
Creativity — For other uses of Creativity , see Creativity (disambiguation). Human intelligence Abilities and Traits Abstract thought Communication … Wikipedia
