Design novel DNN models with neural architecture search

• المؤلف الرئيسي: Lum, Ada Yueh Khay
• مؤلفون آخرون: Zhang Tianwei
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175370
• المؤسسة: 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...