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Keyword: Deep learning optimisersOpen AccessArticle
15 Pages, 290 KB 
Advances in Optimisation Algorithms and Techniques for Deep Learning
Abstract:
In the last decade, deep learning(DL) has witnessed excellent performances on a variety of problems, including speech recognition, object recognition, detection, and natural language processing (NLP) among many others. Of these applications, one common challenge is to obtain ideal parameters during the training of the deep neural networks (DNN). These typical parameters are obtained by…
Read More(This article belongs to Section Interdisciplinary Applications of Computer Science (CSI))