Study of convergence using residual links in various or combinations of different DNN

Residual Network (ResNet) has gained considerable amount of attention in recent years as it has not only solve the optimisation problem in very deep network through the use of skip connections, it has also achieved state-of-the-art performance on ImageNet classification challenge. The objective...

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Bibliographic Details
Main Author: Fang, Wen Jie
Other Authors: Althea Liang
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/137920
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Institution: Nanyang Technological University
Language: English