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A Unified Architectural Approach for Cyberattack-Resilient Industrial Control Systems

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (4)

With the rapid development of functional requirements in the emerging Industry 4.0 era, modern industrial control systems (ICSs) are no longer isolate......

A Critical Review of Advanced Electric Machines and Control Strategies for Electric Vehicles

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (6)

Transportation electrification has attracted much attention in modern society. Among all electrified transportation tools, electric vehicle (EV) is ab......

Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (8)

This article gives a survey of state-of-the-art methods for processing remotely sensed big data and thoroughly investigates existing parallel implemen......

Advances in Video Compression System Using Deep Neural Network: A Review and Case Studies

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (9)

Significant advances in video compression systems have been made in the past several decades to satisfy the near-exponential growth of Internet-scale ......

Artificial-Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (4)

The traditional production paradigm of large batch production does not offer flexibility toward satisfying the requirements of individual customers. A......

Mathematical Models of Overparameterized Neural Networks

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (5)

Deep learning has received considerable empirical success in recent years. However, while many ad hoc tricks have been discovered by practitioners, un......

Revolution of Electric Vehicle Charging Technologies Accelerated by Wide Bandgap Devices

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (6)

This article presents the state-of-the-art electric vehicle (EV) charging technologies that benefit from the wide bandgap (WBG) devices, which is rega......

Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (8)

Anomaly detection from remote sensing images is to detect pixels whose spectral signatures are different from their background. Anomalies are often ma......

A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (5)

Since its renaissance, deep learning (DL) has been widely used in various medical imaging tasks and has achieved remarkable success in many medical im......

Special issue on Open Media Compression: Overview, Design Criteria, and Outlook on Emerging Standards

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (9)

Universal access to and provisioning of multimedia content is now a reality. It is easy to generate, distribute, share, and consume any multimedia con......

Spintronics for Energy- Efficient Computing: An Overview and Outlook

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (8)

From the discovery of giant magnetoresistance (GMR) to tunnel magnetoresistance (TMR), their subsequent application in large capacity hard disk drives......

MPEG Immersive Video Coding Standard

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (9)

This article introduces the ISO/IEC MPEG Immersive Video (MIV) standard, MPEG-I Part 12, which is undergoing standardization. The draft MIV standard p......

Distributed Fusion of Heterogeneous Remote Sensing and Social Media Data: A Review and New Developments

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (8)

Despite the wide availability of remote sensing big data from numerous different Earth Observation (EO) instruments, the limitations in the spatial an......

A Survey of Test and Reliability Solutions for Magnetic Random Access Memories

期刊: PROCEEDINGS OF THE IEEE, 2021; 109 (2)

Memories occupy most of the silicon area in nowadays' system-on-chips and contribute to a significant part of system power consumption. Though widely ......

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