Broschiertes Buch

Trends in Deep Learning Methodologies

Algorithms, Applications, and Systems

Herausgegeben: Piuri, Vincenzo; Raj, Sandeep; Genovese, Angelo; Srivastava, Rajshree
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Trends in Deep Learning Methodologies: Algorithms, Applications, and Systems covers deep learning approaches such as neural networks, deep belief networks, recurrent neural networks, convolutional neural networks, deep auto-encoder, and deep generative networks, which have emerged as powerful computational models. Chapters elaborate on these models which have shown significant success in dealing with massive data for a large number of applications, given their capacity to extract complex hidden features and learn efficient representation in unsupervised settings. Chapters investigate deep lear...