The Development of Deep Learning Technologies
Research on the Development of Electronic Information Engineering Technology in China
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Beschreibung
This book is a part of the Blue Book series “Research on the Development of Electronic Information Engineering Technology in China,” which explores the cutting edge of deep learning studies. A subfield of machine learning, deep learning differs from conventional machine learning methods in its ability to learn multiple levels of representation and abstraction by using several layers of nonlinear modules for feature extraction and transformation. The extensive use and huge success of deep learning in speech, CV, and NLP have led to significant advances toward the full materialization of AI. Focusing on the development of deep learning technologies, this book also discusses global trends, the status of deep learning development in China and the future of deep learning.
This book is a part of the Blue Book series “Research on the Development of Electronic Information Engineering Technology in China,” which explores the cutting edge of deep learning studies. A subfield of machine learning, deep learning differs from conventional machine learning methods in its ability to learn multiple levels of representation and abstraction by using several layers of nonlinear modules for feature extraction and transformation. The extensive use and huge success of deep learning in speech, CV, and NLP have led to significant advances toward the full materialization of AI. Focusing on the development of deep learning technologies, this book also discusses global trends, the status of deep learning development in China and the future of deep learning.
Broadens readers understanding of the global trends in deep learning technologies, including in China Summarizes the latest studies on the global development and the characteristics of deep learning, the status quo, and future prospects from the perspectives of academia, technology and industry Offers insights into cutting-edge innovations in deep learning, machine learning, reinforcement learning, transfer learning, and AI Chips technologies
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Themen in »The Development of Deep Learning Technologies«
Artificial Intelligence Deep Learning Machine Learning Data Intelligence Natural Language Processing AI Chips Reinforcement Learning Transfer Learning Data Augmentation Hyperparameter Optimization