Proceedings of the IEEE

Article	Citations
A Comprehensive Survey on Transfer Learning	2424
6G Wireless Systems: Vision, Requirements, Challenges, Insights, and Opportunities	570
Object Detection in 20 Years: A Survey	501
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications	460
Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey	441
A Unifying Review of Deep and Shallow Anomaly Detection	384
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises	339
Toward Causal Representation Learning	323
Digital Twin in the IoT Context: A Survey on Technical Features, Scenarios, and Architectural Models	303
Software Vulnerability Detection Using Deep Neural Networks: A Survey	222
Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook	219
Developments in International Video Coding Standardization After AVC, With an Overview of Versatile Video Coding (VVC)	213
Electric Drive Technology Trends, Challenges, and Opportunities for Future Electric Vehicles	211
A Key 6G Challenge and Opportunity—Connecting the Base of the Pyramid: A Survey on Rural Connectivity	204
5G Key Technologies for Smart Railways	195
A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning	189
An Overview of Signal Processing Techniques for Terahertz Communications	168
Approximate Arithmetic Circuits: A Survey, Characterization, and Recent Applications	157
6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities	151
State of the Art and Trends in Electric and Hybrid Electric Vehicles	145
A Critical Review of Advanced Electric Machines and Control Strategies for Electric Vehicles	128
Swarm Robotics: Past, Present, and Future [Point of View]	127
Spintronics for Energy- Efficient Computing: An Overview and Outlook	115
Tutorial on Electromagnetic Nonreciprocity and its Origins	114
Recent Developments in Machine Learning for Energy Systems Reliability Management	114

Video Summarization Using Deep Neural Networks: A Survey	113
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications	98
In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective	97
A Methodology for Digital Twin Modeling and Deployment for Industry 4.0	87
Intelligent Reflecting Surface-Aided Wireless Energy and Information Transmission: An Overview	87
Artificial-Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges	87
Reliability of Power Electronic Systems for EV/HEV Applications	83
Continuum Robots for Medical Interventions	79
Towards Robust Pattern Recognition: A Review	76
Electric/Hybrid-Electric Aircraft Propulsion Systems	75
Channel Estimation With Reconfigurable Intelligent Surfaces—A General Framework	74
Magnetic Racetrack Memory: From Physics to the Cusp of Applications Within a Decade	72
Flexibility From Distributed Multienergy Systems	72
Challenges and Opportunities of Near-Term Quantum Computing Systems	70
Multienergy Networks Analytics: Standardized Modeling, Optimization, and Low Carbon Analysis	70
A Technical Overview of AV1	69
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications	68
Revolution of Electric Vehicle Charging Technologies Accelerated by Wide Bandgap Devices	65
Time-Varying Convex Optimization: Time-Structured Algorithms and Applications	65
MPEG Immersive Video Coding Standard	64
Edge Intelligence: Empowering Intelligence to the Edge of Network	64
Microwave Nonreciprocity	64
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective	62
A Unified Architectural Approach for Cyberattack-Resilient Industrial Control Systems	59
A State-of-the-Art Survey on Reconfigurable Intelligent Surface-Assisted Non-Orthogonal Multiple Access Networks	59
Communication Models for Reconfigurable Intelligent Surfaces: From Surface Electromagnetics to Wireless Networks Optimization	59
Integrated Electricity– Heat–Gas Systems: Techno–Economic Modeling, Optimization, and Application to Multienergy Districts	59
Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges	58
Lane-Free Artificial-Fluid Concept for Vehicular Traffic	58
Training Spiking Neural Networks Using Lessons From Deep Learning	58
AI-Based Reconstruction for Fast MRI—A Systematic Review and Meta-Analysis	58
New Trends in Stochastic Geometry for Wireless Networks: A Tutorial and Survey	56
Intelligent Reflecting Surface-Aided Wireless Networks: From Single-Reflection to Multireflection Design and Optimization	54
Graph Neural Networks: Architectures, Stability, and Transferability	54
Approximate Logic Synthesis: A Survey	54
Tensor Methods in Computer Vision and Deep Learning	54
Far-Field Automatic Speech Recognition	53
Silicon Photonics Codesign for Deep Learning	52
A General Framework for Decentralized Optimization With First-Order Methods	51
Multidimensional Index Modulation for 5G and Beyond Wireless Networks	50
Multicarrier Energy Systems: Shaping Our Energy Future	50
Wearable Photoplethysmography for Cardiovascular Monitoring	49
Metamaterials and Metasurfaces for Wireless Power Transfer and Energy Harvesting	49
A Comprehensive Review on Signal-Based and Model-Based Condition Monitoring of Wind Turbines: Fault Diagnosis and Lifetime Prognosis	49
Integrated, Portable, Tunable, and Coherent Terahertz Sources and Sensitive Detectors Based on Layered Superconductors	49
A Review of Second-Life Lithium-Ion Batteries for Stationary Energy Storage Applications	47
Robot-Assisted Minimally Invasive Surgery—Surgical Robotics in the Data Age	46
Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing	45
Wireless Networked Multirobot Systems in Smart Factories	45
The More-Electric Aircraft and Beyond	45

Advances in Wirelessly Powered Backscatter Communications: From Antenna/RF Circuitry Design to Printed Flexible Electronics	44
Optimal Capacity Design and Operation of Energy Hub Systems	44
A Survey of Millimeter-Wave Communication: Physical-Layer Technology Specifications and Enabling Transmission Technologies	43
Power System Stability With a High Penetration of Inverter-Based Resources	43
Detection Methods in Smart Meters for Electricity Thefts: A Survey	43
Power Electronics Technology for Large-Scale Renewable Energy Generation	42
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces	42
Toward Holistic Energy Management Strategies for Fuel Cell Hybrid Electric Vehicles in Heavy-Duty Applications	42
DC is the Future [Point of View]	42
Active Nanophotonics	41
Brain-Inspired Learning on Neuromorphic Substrates	41
A Perspective on Time Toward Wireless 6G	40
Soft, Wearable Robotics and Haptics: Technologies, Trends, and Emerging Applications	40
Synchronous Reluctance Machines: A Comprehensive Review and Technology Comparison	40
Toward Ubiquitous Sensing and Localization With Reconfigurable Intelligent Surfaces	39
Reconfigurable Intelligent Surfaces: Simplified-Architecture Transmitters—From Theory to Implementations	39
Two-Dimensional CdSe-Based Nanoplatelets: Their Heterostructures, Doping, Photophysical Properties, and Applications	39
Large-Scale Field-Programmable Analog Arrays	38
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights	38
Nonterrestrial Communications Assisted by Reconfigurable Intelligent Surfaces	38
Self-Aware Networks That Optimize Security, QoS, and Energy	37
Magnetically Actuated Medical Robots: An in vivo Perspective	37
Foundations of Wireless Information and Power Transfer: Theory, Prototypes, and Experiments	37
Survey on Fully Homomorphic Encryption, Theory, and Applications	36
Backscatter Communication Assisted by Reconfigurable Intelligent Surfaces	36
Active and Tunable Nanophotonics With Dielectric Nanoantennas	36
Grid-Connected Energy Storage Systems: State-of-the-Art and Emerging Technologies	35
Integrated Nonreciprocal Photonic Devices With Dynamic Modulation	35
Far-Field Wireless Power Harvesting: Nonlinear Modeling, Rectenna Design, and Emerging Applications	35
Wireless Control for Smart Manufacturing: Recent Approaches and Open Challenges	34
Reconfigurable Intelligent Surfaces: Channel Characterization and Modeling	34
Robot-Assisted Medical Imaging: A Review	33
Self-Aware Swarm Navigation in Autonomous Exploration Missions	33
Efficient AI System Design With Cross-Layer Approximate Computing	33
Charging Infrastructure and Grid Integration for Electromobility	32
Lattice Resonances in Optical Metasurfaces With Gain and Loss	32
Review of Nanocomposite Dielectric Materials With High Thermal Conductivity	32
An Uncertainty Management Framework for Integrated Gas-Electric Energy Systems	32
Transfer Learning for Wireless Networks: A Comprehensive Survey	32
Resource Allocation for Simultaneous Wireless Information and Power Transfer Systems: A Tutorial Overview	31
Electric Vehicles for Smart Buildings: A Survey on Applications, Energy Management Methods, and Battery Degradation	31
Model-Based Deep Learning	31
Six-Sigma Quality Management of Additive Manufacturing	31
Theory, Analysis, and Design of Metasurfaces for Smart Radio Environments	31
Radiofrequency Switches Based on Emerging Resistive Memory Technologies - A Survey	30
Distributed Nash Equilibrium Seeking in Games With Partial Decision Information: A Survey	30
Ultrawideband Systems and Networks: Beyond C + L-Band	29
MIMO Evolution Beyond 5G Through Reconfigurable Intelligent Surfaces and Fluid Antenna Systems	29
Security in Approximate Computing and Approximate Computing for Security: Challenges and Opportunities	29
Compression of Sparse and Dense Dynamic Point Clouds—Methods and Standards	29
Topological Nanophotonics: Toward Robust Quantum Circuits	28
A Survey of Powertrain Technologies for Energy-Efficient Heavy-Duty Machinery	28
Modeling and Simulation of Gas Distribution Networks in a Multienergy System Environment	28
Methodology for Maximizing Information Transmission of Haptic Devices: A Survey	28
Haptic Feedback and Force-Based Teleoperation in Surgical Robotics	28
Primal–Dual Methods for Large-Scale and Distributed Convex Optimization and Data Analytics	28
Advances in Video Compression System Using Deep Neural Network: A Review and Case Studies	27
The Heterogeneous Deep Neural Network Processor With a Non-von Neumann Architecture	27
Fusion of Probability Density Functions	26
Image-Guided Interventional Robotics: Lost in Translation?	26
Deep In-Memory Architectures in SRAM: An Analog Approach to Approximate Computing	25
State of the Art and Future Opportunities in MRI-Guided Robot-Assisted Surgery and Interventions	25
Advances in Asynchronous Parallel and Distributed Optimization	25
A Review of Modeling and Applications of Energy Storage Systems in Power Grids	25
Variance-Reduced Methods for Machine Learning	25
Wide Bandgap DC–DC Converter Topologies for Power Applications	25
Verifiable Self-Aware Agent-Based Autonomous Systems	25
Advancement of Flexible Robot Technologies for Endoluminal Surgeries	24
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools	24
A Hierarchical Approach to Multienergy Demand Response: From Electricity to Multienergy Applications	24
A Density Metric for Semiconductor Technology [Point of View]	24
A Survey of Test and Reliability Solutions for Magnetic Random Access Memories	24
Colloidal Plasmonics for Active Nanophotonics	23
Optimism in the Face of Adversity: Understanding and Improving Deep Learning Through Adversarial Robustness	23
A Survey of Cybersecurity of Digital Manufacturing	22
Efficient Acceleration of Deep Learning Inference on Resource-Constrained Edge Devices: A Review	22
Accelerated First-Order Optimization Algorithms for Machine Learning	22
A Connective Framework to Support the Lifecycle of Cyber–Physical Production Systems	22
The Hallmarks of Mathematical Oncology	22
Operations and Long-Term Expansion Planning of Natural-Gas and Power Systems: A Market Perspective	21

Chance-Constrained Water Pumping to Manage Water and Power Demand Uncertainty in Distribution Networks	21
Devices and Fibers for Ultrawideband Optical Communications	21
A Review of Integrated Systems and Components for 6G Wireless Communication in the D-Band	21
Physical Limits of NanoLEDs and Nanolasers for Optical Communications	21
Concepts and Trends in Autonomy for Robot-Assisted Surgery	21
Mad Max: Affine Spline Insights Into Deep Learning	20
Tropical Geometry and Machine Learning	20
Indoor Millimeter-Wave Systems: Design and Performance Evaluation	20
Approximate Computing: From Circuits to Applications	19
Optical Properties and Light-Emission Device Applications of 2-D Layered Semiconductors	19
Advances in Machine Learning and Deep Neural Networks	19
From Charge to Spin and Spin to Charge: Stochastic Magnets for Probabilistic Switching	19
An Overview of Omnidirectional MediA Format (OMAF)	19
A Survey of Deep Learning on Mobile Devices: Applications, Optimizations, Challenges, and Research Opportunities	19
Electrically Pumped Microring Parity-Time-Symmetric Lasers	18
The Role of Parallelism in the Evolution of Optical Fiber Communication Systems	18
Elementary Functions and Approximate Computing	18
Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions	18
Software-Defined Reconfigurable Intelligent Surfaces: From Theory to End-to-End Implementation	18
Randomly-Coupled Multi-Core Fiber Technology	18
Radar-Based Monitoring of Vital Signs: A Tutorial Overview	18
Distributed Optimization for Robot Networks: From Real-Time Convex Optimization to Game-Theoretic Self-Organization	17
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware	17
Smarter Smart District Heating	17
Computational Media Intelligence: Human-Centered Machine Analysis of Media	17
Personal Voice Assistant Security and Privacy—A Survey	17
Cybergenetics: Theory and Applications of Genetic Control Systems	17
Multisensorial Generative and Descriptive Self-Awareness Models for Autonomous Systems	17
Safety Analysis for Laser-Based Optical Wireless Communications: A Tutorial	17
Weakly Coupled Multicore Fiber Technology, Deployment, and Systems	17
Few-Mode Fiber Technology, Deployments, and Systems	17