On training deep neural networks using a streaming approach

In recent years, many deep learning methods, allowed for a significant improvement of systems based on artificial intelligence methods. Their effectiveness results from an ability to analyze large labeled datasets. The price for such high accuracy is the long training time, necessary to process such...

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Bibliographic Details
Main Authors: Duda, Piotr, Jaworski, Maciej, Cader, Andrzej, Wang, Lipo
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/145351
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Institution: Nanyang Technological University
Language: English