Building highly efficient neural networks through weight pruning

• المؤلف الرئيسي: Low, Xuan Hui
• مؤلفون آخرون: Lihui Chen
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/157768
• المؤسسة: Nanyang Technological University

Abstract: Neural network pruning—the task of reducing the size of a neural network architecture by removing neurons/connections (or links) in the networks—has been one of the main focuses of a great deal of work in recent years. Neural network pruning reduces the size of the neural network by removi...