- learning vector quantization net
- соревновательная (нейронная) сеть с квантованием обучающего вектора
The New English-Russian Dictionary of Radio-electronics. F.V Lisovsky . 2005.
learning vector quantization net
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Vector quantization — is a classical quantization technique from signal processing which allows the modeling of probability density functions by the distribution of prototype vectors. It was originally used for data compression. It works by dividing a large set of… … Wikipedia
Online machine learning — In machine learning, online learning is a model of induction that learns one instance at a time. The goal in online learning is to predict labels for instances. For example, the instances could describe the current conditions of the stock market … Wikipedia
Competitive learning — is a form of unsupervised learning in artificial neural networks, in which nodes compete for the right to respond to a subset of the input data.[1] A variant of Hebbian learning, competitive learning works by increasing the specialization of each … Wikipedia
LVQ — LVQ, or Learning Vector Quantization, is a prototype based supervised classification algorithm. LVQ can be understood as a special case of an artificial neural network, more precisely, it applies a winner take all Hebbian learning based approach … Wikipedia
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
k-means clustering — In statistics and data mining, k means clustering is a method of cluster analysis which aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean. This results into a partitioning of… … Wikipedia
Data compression — Source coding redirects here. For the term in computer programming, see Source code. In computer science and information theory, data compression, source coding or bit rate reduction is the process of encoding information using fewer bits than… … Wikipedia
List of algorithms — The following is a list of the algorithms described in Wikipedia. See also the list of data structures, list of algorithm general topics and list of terms relating to algorithms and data structures.If you intend to describe a new algorithm,… … Wikipedia
Bart Kosko — Infobox Writer imagesize = 300px name = Bart Kosko caption = pseudonym = birthname = birthdate = birth date |1960|02|07 birthplace = Kansas City, Kansas deathdate = deathplace = occupation = Writer and Professor of Electrical Engineering… … Wikipedia
Neuronales Gas — Neural Gas ein Künstliches neuronales Netz, angelehnt an die Self Organizing Maps und vorgestellt 1991 von Thomas Martinetz und Klaus Schulten. Das Neural Gas ist ein einfacher Algorithmus zur möglichst fehlerfreien Datenkodierung mit Hilfe von… … Deutsch Wikipedia
Neuronen-Gas — Neural Gas ein Künstliches neuronales Netz, angelehnt an die Self Organizing Maps und vorgestellt 1991 von Thomas Martinetz und Klaus Schulten. Das Neural Gas ist ein einfacher Algorithmus zur möglichst fehlerfreien Datenkodierung mit Hilfe von… … Deutsch Wikipedia
