IEEE Fellow

for contributions to software-defined radio products

for contributions to visual content analysis and recognition

for contributions to control of complex systems

for contributions to video coding technologies and standards

for contributions to electronic-photonic design and system-on- chip integration

for contributions to embedded computer circuits and systems

for contributions to hybrid multi-agent systems and complex networks

for leadership in open-source hardware of computer architecture and contributions to holistic interconnect system design

for contributions to the multiple modality knowledge mining technologies

for contributions to modeling and optimization of energy efficient computing systems

for contributions to non-volatile memories and in-memory computing

for contributions to energy-efficient near-sensor processing and embedded Machine Learning Processors

for contributions to nonvolatile memory and spintronic logic

for contributions to testing of analog circuits and bridging the design-manufacturing gap for integrated circuits

for contributions to video analysis technologies for embedded systems

for contributions to design technology co-optimization (DTCO) of on-die dense memory and fine-grain power-management circuits

for contributions to in-memory computing for scientific applications

for contributions to image/video analysis and multimedia content protection

for leadership in large-scale AI

for leadership in standard development for video-streaming industry

for contributions to neuromorphic engineering

for contributions to multimedia content understanding and retrieval

for contributions to domain specific accelerator design

for contributions to energy-efficient adaptive integrated circuit design

for contributions to neural network and neuromorphic computing architectures, circuits and algorithms

for contributions to knowledge-based visual data analysis

for contributions to signal processing in finance

for leadership in high-speed analog-to-digital converter design and calibration

for contributions to sub-threshold integrated circuits and selfpowered systems

for contributions to spatio-temporal data mining and urban computing

for contributions to analysis of chaotic communications systems and low-density parity-check code design

for contributions to video coding and multimedia content analysis

for contributions to the design of integrated analog-to-digital interface circuits and energy harvesting systems

for contributions to delta-sigma modulators

for contribution to electric vehicle technology and switched-capacitor power conversion

for contributions to the design of mixed-signal integrated circuits

for low-power circuit techniques for sensor applications and design automation

for contributions to energy efficiency of computer systems

for contributions to large-scale visual recognition and multimedia information retrieval

for contributions to radio frequency and optical communications circuits and systems

for contributions to system design and VLSI implementation for data storage

for contributions to low-voltage and low-power CMOS analog circuit design

for contributions to video coding

for the contributions to the design of Very-large-scale integration systems for network-on-chip

for contributions to on-chip circuit reliability evaluation and characterization

for contributions to multimedia coding and editing

for contributions to CMOS biosensors

for contributions to hardware security

for contributions to integrated circuits for active medical devices

for contributions to modeling, analysis, and optimization of variability of integrated circuits and systems

for contributions to subspace learning and visual classification

for contributions to modeling and design of VLSI interconnects

for contributions to instrumentation-and-measurement technology for petroleum exploration, computed tomography, and underground construction

for contributions to design tools for low power, high speed VLSI circuits and systems

for contributions to microwave harmonic mixers and applications to mobile terminal devices

for contributions to video coding and communications

for contributions to image and video signal enhancement and compression

for contributions to modeling of electric machines and switching converters

for contributions to energy-efficient design of digital and mixedsignal circuits

for contributions to high linearity and high efficiency silicon RF power amplifiers for broadband wireless applications

for leadership in radar signal processing, receiver design, and direction finding architectures

for contributions to design of nanoscale biological CMOS sensors

for contributions to power conversion for lighting and sustainable energy

for contributions to low-power and biomedical ultrasound circuits and devices

for contributions to multimedia information retrieval

for contributions to VLSI design and automation tools

for contributions to testing of analog and mixed-signal integrated circuits

for contributions to VLSI design and implementation of forward error correction coding

for contributions to energy-efficient VLSI circuits

for contributions to image and video coding

for contributions to perceptual modeling and processing of visual signals

for contributions to filter structure, data hiding, and multimedia security

for leadership in the analog circuit design industry

for contributions to on-line detection of oscillatory behavior of electric power systems

for contributions to the development of CMOS image sensor technology and the pinned photo-diode active pixel sensor

for contributions to real-time signal processing systems

for contributions to test and verification of electronic circuits and systems

for contributions to the modeling and design of nanoscale interconnects

for development of safety solutions for electronic equipment

for contributions to video communication and visual sensing technologies

for contributions to intelligent systems for multimedia content analysis and human-machine interaction

for contributions to visual processing for multimedia interaction

for contributions to mixed-technology micro-systems education

for contributions to chaotic communications and nonlinear signal processing

for contributions to microsystem design

for contributions to power- and temperature-aware design of VLSI circuits and systems

for contributions to the understanding of nonlinear phenomena in power electronic circuits, and to the theory of border collision bifurcation

for contributions to signal processing and system identification

for contributions to the theory and applications of video coding algorithms

for contributions to design centering and structural analysis of analog circuits

for contributions to neuromorphic visual sensors and processing

for contributions to high-performance and low-power wireless portable communications devices

for contributions to video coding and communication technologies

for development of communication systems-on-chip products

for contributions to the design of analog power-management integrated circuits

for contributions to the design of all-digital frequency synthesis

for contributions to image processing and digital video coding

for contributions to interconnect and signal integrity analysis in high-speed designs

for contributions to optimization methods in electronic design automation

for contributions to visual data compression and communication

for contributions to signal processing algorithms and architectures for digital communications

for contributions to digital VLSI circuit testing and test compression

for contributions to multimedia communication technology and standards

for contributions to nonlinear and statistical signal processing applied to electronic systems

for contributions to network science and multimedia security and retrieval

for contributions to neuromorphic sensory-motor circuits and systems

for contributions to multimedia coding and security