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

• المؤلف الرئيسي: Fang, Wen Jie
• مؤلفون آخرون: Althea Liang
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/137920

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...