Layer-wise deep learning for object classifications

• المؤلف الرئيسي: Xu, Lei
• مؤلفون آخرون: Cheah Chien Chern
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/168048

Although global backpropagation has become the mainstream training method for convolutional neural networks, there are still some inherent disadvantages, such as backward locking and memory reuse problems. Moreover, the neural network trained by the global backpropagation method is also regarded as...