Complexity of Deep Convolutional Neural Networks in Mobile Computing

Neural networks employ massive interconnection of simple computing units called neurons to compute the problems that are highly nonlinear and could not be hard coded into a program. These neural networks are computation-intensive, and training them requires a lot of training data. Each training exam...

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Bibliographic Details
Published in:	Complexity (New York, N.Y.) Vol. 2020; no. 2020; pp. 1 - 8
Main Authors:	Nazir, Shah, Khan, Habib Ullah, Jamil, Noreen, Naeem, Saad
Format:	Journal Article
Language:	English
Published:	Cairo, Egypt Hindawi Publishing Corporation 17.09.2020 Hindawi John Wiley & Sons, Inc Wiley
Subjects:	Accuracy Algorithms Artificial neural networks Brain Centroids Counting Electronic devices Huffman codes Knowledge Learning Mobile computing Mobile devices Neural networks Neurons Pattern recognition Signal processing Surveys Time compression Training Video compression Wireless networks
ISSN:	1076-2787, 1099-0526
Online Access:	Get full text
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