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MapReduce Based Parallel Neural Networks in Enabling Large Scale Machine Learning

Artificial neural networks (ANNs) have been widely used in pattern recognition and classification applications. However, ANNs are notably slow in computation especially when the size of data is large. Nowadays, big data has received a momentum from both industry and academia. To fulfill the potentia...

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Detalles Bibliográficos
Autores principales: Liu, Yang, Yang, Jie, Huang, Yuan, Xu, Lixiong, Li, Siguang, Qi, Man
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4670636/
https://www.ncbi.nlm.nih.gov/pubmed/26681933
http://dx.doi.org/10.1155/2015/297672