Determining the Near Optimal Architecture of Autoencoder using Correlation Analysis of the Network Weights

Heng Ma, Yonggang Lu, Haitao Zhang. Determining the Near Optimal Architecture of Autoencoder using Correlation Analysis of the Network Weights. In Juan Julián Merelo Guervós, Fernando Melício, José Manuel Cadenas, António Dourado, Kurosh Madani, António E. Ruano, Joaquim Filipe, editors, Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 3: NCTA, Porto, Portugal, November 9-11, 2016. pages 53-61, SciTePress, 2016. [doi]

Abstract

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