Techniques in enhancing computation and understanding of convolutional neural networks

• Main Author: Abdiyeva, Kamila
• Other Authors: Yap Kim Hui
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/154072
• Institution: Nanyang Technological University

Convolutional Neural Networks (CNNs) are effective in solving a large number of complex tasks. The performance of CNNs is currently equaling or even surpassing the human performance level in a wide range of real-world problems. Such high performance is achieved at the cost of high computational and...