Design novel DNN models with neural architecture search

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...

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Dades bibliogràfiques
Autor principal: Lum, Ada Yueh Khay
Altres autors: Zhang Tianwei
Format: Final Year Project (FYP)
Idioma:English
Publicat: Nanyang Technological University 2024
Matèries:
Accés en línia:https://hdl.handle.net/10356/175370