Deep transfer learning for classification of time-delayed Gaussian networks

• Main Authors: Chaturvedi, Iti, Ong, Yew Soon, Arumugam, R. V.
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Gaussian networks; Deep Neural Networks; Transfer Learning; Manifold; Time-delays; Variable-order
• Online Access: https://hdl.handle.net/10356/82815; http://hdl.handle.net/10220/40335
• Institution: Nanyang Technological University

In this paper, we propose deep transfer learning for classifcation of Gaussian networks with time-delayed regulations. To ensure robust signaling, most real world problems from related domains have inherent alternate pathways that can be learned incrementally from a stable form of the baseline. In t...