This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless cars, semantic image segmentation, deep visual residual abstraction, brain-computer interfaces, big data processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning frameworks. Deep learning, an advanced level of machine learning technique that combines class of learning algorithms with the use of many layers of nonlinear units, has gained considerable attention in recent times. Unlike other books on the market, this volume addresses the challenges of deep learning implementation, computation time, and the complexity of reasoning and modeling different type of data. As such, it is a valuable and comprehensive resource for engineers, researchers, graduate students and Ph.D. scholars.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Springer International Publishing
Illustrationen
115
188 farbige Abbildungen, 115 s/w Abbildungen
XVIII, 794 p. 303 illus., 188 illus. in color.
Dateigröße
ISBN-13
978-3-319-92384-0 (9783319923840)
DOI
10.1007/978-3-319-92384-0
Schweitzer Klassifikation
Introduction.- Autonomous Cooperative Routing for Mission-Critical Applications.- Using Models for Communication in Cyber-Physical Systems.- Urban Micro-Climate Monitoring Using IoT Based Architecture.- Digital Forensics for IoT and WSNs.- An Overview of Wearable Computing.- Wearable Computing and Human Centricity.- Wireless transfer of energy alongside information in wireless sensor networks.- Efficient Protocols for Peer-to-Peer Wireless Power Transfer and Energy Aware Network Formation.- DeepCharge: Next-generation Software-defined Wireless Charging Systems.- Robotic Wireless Sensor Networks.- Robot and Drone Localization in GPS-Denied Areas.- Middleware for Multi-Robot System.- Interference Mitigation Techniques in Wireless Body Area Networks.- Radiation Control Algorithms in Wireless Networks.- Subspace based Encryption.
