Design novel DNN models with neural architecture search

• Main Author: Lum, Ada Yueh Khay
• Other Authors: Zhang Tianwei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175370
• Institution: Nanyang Technological University

Current bit-shift techniques used to create lightweight and energy-efficient neural networks involve shifting existing Convolutional Neural Networks (CNNs) directly into the bit-shift domain. Though that offers greater hardware efficiency by replacing floating-point multiplications with binary bit-s...