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...

Full description

Bibliographic Details
Main Authors: Liu, Yang, Yang, Jie, Huang, Yuan, Xu, Lixiong, Li, Siguang, Qi, Man
Format: Online
Language:English
Published: Hindawi Publishing Corporation 2015
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4670636/