Adaptive Growth: Real-time CNN Layer Expansion

• Published in: arXiv.org
• Main Authors: Zhu, Yunjie, Chen, Yunhao
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 30.09.2023
• Subjects: Algorithms; Artificial neural networks; Changing environments; Deep learning; Machine learning; Neural networks; Real time; Time response

Deep Neural Networks (DNNs) have shown unparalleled achievements in numerous applications, reflecting their proficiency in managing vast data sets. Yet, their static structure limits their adaptability in ever-changing environments. This research presents a new algorithm that allows the convolutiona...