COMPLEX DATA CLUSTERING WITH SINGLE-LAYER DYNAMICALLY LINKED SPIKING NEURAL NETWORK

COMPLEX DATA CLUSTERING WITH SINGLE-LAYER DYNAMICALLY LINKED SPIKING NEURAL NETWORK

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An improved method for constructing and training single-layered spiking neural networks is preposed. The method allows to apply single-layered spiking neural networks that encode each data dimension by one neuron of the input layer for the recognition of complex and overlapping clusters with procedu...

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Bibliographic Details
Main Author: A.A. KRASNOSHCHEKOV
Format: Article
Language:Russian
Published: Don State Technical University 2010-06-01
Series:Advanced Engineering Research
Subjects:
spiking neural networks
data clustering
hebb's instruction
unsupervised training.
Online Access:https://www.vestnik-donstu.ru/jour/article/view/981

Internet

https://www.vestnik-donstu.ru/jour/article/view/981

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