Development of learning algorithms for fully connect layers of convolutional neural network

• المؤلف الرئيسي: Wang, Yiming
• مؤلفون آخرون: CHEAH Chien Chern
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/143189

In the field of transfer learning, pre-trained weights are usually used in the Convolutional Layers to get the features of the data and Fully Connected Layers are trained again for another classification task based on new training data. Inspired by the ideas of transfer learning and kinematic con...