Faculty | Duke Electrical and Computer Engineering

Time 2020-10-05 14:04:35

Web Name: Faculty | Duke Electrical and Computer Engineering

WebSite: http://people.ee.duke.edu

ID:71227

Keywords:

Electrical,Duke,Faculty,

Description:

Krishnendu ChakrabartyJohn Cocke Distinguished Professor of Electrical and Computer EngineeringResearch Interests: Testing and design-for-testability of integrated circuits and systems (SOCs, 3D, manycore); microfluidic biochips and cyberphysical systems; resilient computing systems; hardware security; machine learning hardware and  neuromorphic computing systems Associate Chair for Educational Programs Lisa Gresham HuettelProfessor of the Practice in the Department of Electrical and Computer EngineeringResearch Interests: Engineering education, pedagogy and curriculum development, applications of statistical signal processing Associate Chair for Operations Hai Helen LiClare Boothe Luce Professor of Electrical and Computer EngineeringResearch Interests: Neuromorphic computing systems Machine learning acceleration and trustworthy AIEmerging memory technologies, circuit and architecture Low power circuits and systems Primary Faculty Tyler K BletschAssistant Professor Of The Practice in the Department of Electrical and Computer EngineeringResearch Interests: Software security, robotics, project-oriented education, and datacenter efficiency John A. BoardAssociate Professor of Electrical and Computer EngineeringResearch Interests: High performance scientific computing and simulation, novel computer architectures, cluster computing and parallel processing; ubiquitous computing. David J. BradyMichael J. Fitzpatrick Distinguished Professor of Photonics in the Edmund T. Pratt, Jr. School of EngineeringResearch Interests: Professor Brady's research focuses on "smart cameras" which use artificial intelligence to increase the amount of visual information captured and to render this information useful. In 2012 his group built the world's first gigapixel camera, his work today focuses on making... Martin A. BrookeAssociate Professor of Electrical and Computer EngineeringResearch Interests: Analog, RF, and optoelectronic circuits. Sensor interface circuits. Deployable sensor systems Kenneth R BrownAssociate Professor in the Department of Electrical and Computer EngineeringResearch Interests: Quantum error correction, quantum control, quantum computer architecture, ion trap quantum computing, and the spectroscopy of sympathetically cooled molecular ions Robert CalderbankCharles S. Sydnor Distinguished Professor of Computer ScienceResearch Interests: Error control codes for quantum computing, wireless communication and the internet of things, coding theory for computer architecture, signal processing, machine learning Lawrence CarinJames L. Meriam Distinguished Professor of Electrical and Computer EngineeringResearch Interests: Applied statistics and machine learning Krishnendu ChakrabartyJohn Cocke Distinguished Professor of Electrical and Computer EngineeringResearch Interests: Testing and design-for-testability of integrated circuits and systems (SOCs, 3D, manycore); microfluidic biochips and cyberphysical systems; resilient computing systems; hardware security; machine learning hardware and  neuromorphic computing systems Tingjun ChenAssistant Professor of Electrical and Computer Engineering (beginning August 1, 2021)Research Interests: wireless networks, edge computing, Internet of Things (IoT) computing Yiran ChenProfessor in the Department of Electrical and Computer EngineeringResearch Interests: Nonvolatile memory and storage systems, neuromorphic computing, and mobile applications. Leslie M. CollinsProfessor of Electrical and Computer EngineeringResearch Interests: Physics-based machine learning algorithms for big data, including developing remediation strategies for the hearing impaired and sensor-based algorithms for the detection of hazardous buried objects Steven A. CummerWilliam H. Younger Distinguished Professor of EngineeringResearch Interests: Theoretical and experimental electromagnetic problems related to geophysical remote sensing and engineered electromagnetic materials. Mary Missy CummingsProfessor in the Department of Electrical and Computer EngineeringResearch Interests: Human-unmanned vehicle interaction, human-autonomous system collaboration, human-systems engineering, public policy implications of unmanned vehicles, and the ethical and social impact of technology. Shaundra DailyAssociate Professor of the Practice in the Department of Electrical and Computer EngineeringResearch Interests: Design, implementation, and evaluation of technologies, curriculum and programs to support diversity, equity, and inclusion in STEM fields.  Ingrid DaubechiesJames B. Duke Distinguished Professor of Mathematics and Electrical and Computer EngineeringResearch Interests: Wavelet theory, signal processing, machine learning, computational geometry, time-frequency analysis Richard B. FairLord-Chandran Distinguished Professor of EngineeringResearch Interests: Microfluidic systems for lab-on-a-chip applications based on electrowetting technology Aaron D. FranklinAddy Professor of Electrical and Computer EngineeringResearch Interests: Nanomaterials in electronic devices, nanofabrication, printed electronics and internet of things (IoT), biosensing Michael E. GehmAssociate Professor of Electrical and Computer EngineeringResearch Interests: Primarily computational and compressive sensing and measurement in all modalities (with special emphasis in Electromagnetic/Optical from RF to x-ray and all forms of Mass spectrometry), with side interests in optical physics, high-performance x-ray simulation, and rapid-... Jeffrey GlassProfessor of Electrical and Computer EngineeringResearch Interests: Electronic materials and the associated devices/instruments improved by these materials, especially electrode applications in miniature mass spectrometry, energy conversion and storage and liquid waste disinfection for developing regions. Electrochemical measurements and... Neil GongAssistant Professor of Electrical and Computer EngineeringResearch Interests: Security, privacy, and machine learning.  Maria GorlatovaNortel Networks Assistant Professor of Electrical and Computer EngineeringResearch Interests: Architectures, algorithms, and protocols for emerging mobile pervasive systems and the Internet of Things. Our work crosses traditional discipline boundaries and requires thinking across multiple layers of system and protocol stacks. We are focusing on breaking the barriers for... Michael Richard GustafsonAssociate Professor of the Practice of Electrical and Computer EngineeringResearch Interests: Computational methods for image analysis and information extraction, discrete event simulations, curriculum development and deployment Andrew Douglas HiltonAssociate Professor of the Practice in the Department of Electrical and Computer EngineeringResearch Interests: Computer architecture, specifically architectural support for security and energy-efficient performance Lisa Gresham HuettelProfessor of the Practice in the Department of Electrical and Computer EngineeringResearch Interests: Engineering education, pedagogy and curriculum development, applications of statistical signal processing William T. JoinesProfessor of Electrical and Computer EngineeringResearch Interests: Electromagnetic field and wave interactions with materials and structures Jungsang KimProfessor in the Department of Electrical and Computer EngineeringResearch Interests: Quantum Computing with Trapped Ions, Quantum Information Science, Novel Photonic Devices, Application of Quantum Computers Jeffrey L. KrolikProfessor of Electrical and Computer EngineeringResearch Interests: Physics-based and statistical signal processing, sensor array processing, radar and sonar systems, pervasive distributed processing Hai Helen LiClare Boothe Luce Professor of Electrical and Computer EngineeringResearch Interests: Neuromorphic computing systems Machine learning acceleration and trustworthy AIEmerging memory technologies, circuit and architecture Low power circuits and systems Xin LiProfessor in the Department of Electrical and Computer EngineeringResearch Interests: Integrated circuits, signal processing and data analytics Natalia LitchinitserProfessor in the Department of Electrical and Computer EngineeringResearch Interests: Nanophotonics; Photonic Metamaterials; Nonlinear Optics; Fiber Optics; Photonic Crystal Fibers Qing Huo LiuProfessor of Electrical and Computer EngineeringResearch Interests: Computational electromagnetics and acoustics; inverse problems, and their application in geophysics, nanophotonics, and biomedical imaging Iman MarvianAssistant Professor in the Department of Electrical and Computer EngineeringResearch Interests: Quantum information and computation theory Hisham Z. MassoudProfessor of Electrical and Computer EngineeringResearch Interests: Ultrathin gate dielectrics for CMOS ULSI – the technology, physics, modeling, simulation, and characterization of ultrathin-oxide MOSFETs Maiken MikkelsenJames N. and Elizabeth H. Barton Associate Professor of Electrical and Computer EngineeringResearch Interests: Quantum nanophotonics, plasmonics, light-matter interactions in artificially structured nanoscale materials, hybrid molecular-scale materials and spin phenomena in the solid stateChristopher MonroeProfessor of Electrical and Computer Engineering and Physics (beginning January 1, 2021)Research Interests: quantum physics, applications in quantum information science Loren W. NolteProfessor of Electrical and Computer EngineeringResearch Interests: Bayesian and physics-based approaches to signal detection, classification, estimation, tracking and decision and sensor fusion. Machine learning. Applications include ocean acoustics and medical imaging-based decision theory for cancer research. Douglas NowacekRandolph K. Repass and Sally-Christine Rodgers University Distinguished Professor of Conservation Technology in Environment and EngineeringResearch Interests: Link between acoustic and motor behavior in marine mammals, specifically, how they use sound in ecological processes. Development of tools for marine conservation research Willie John PadillaProfessor in the Department of Electrical and Computer EngineeringResearch Interests: Theoretical and experimental investigation of electromagnetic metamaterials and metasurfaces, and their application to imaging and sensing at microwave, terahertz, and infrared frequencies Miroslav PajicDickinson Family Associate ProfessorResearch Interests: Design and analysis of cyber-physical systems (CPS), in particular, embedded systems, distributed/networked control systems, CPS security, and high-confidence medical systems Henry PfisterProfessor in the Department of Electrical and Computer EngineeringResearch Interests: Information theory, communications, probabilistic graphical models, machine learning, and deep neural networks Galen ReevesAssociate Professor in the Department of Electrical and Computer EngineeringResearch Interests: Information theory, high-dimensional statistical inference, statistical signal processing, compressed sensing, machine learning Michael ReiterProfessor of Computer Science and Electrical and Computer Engineering (beginning January 1, 2021)Research Interests: computer and communications security, distributed computing Cynthia D. RudinProfessor of Computer ScienceResearch Interests: Machine learning, interpretability and transparency of predictive models, causal inference, energy, criminal justice, healthcare Guillermo SapiroJames B. Duke Distinguished Professor of Electrical and Computer EngineeringResearch Interests: Image and video processing, computer vision, computer graphics, computational vision, biomedical imaging, brain imaging, cryo-tomography of viruses, computational tools in cryo-tomography, computational tools in early diagnosis of psychiatric disorders, differential geometry and... David R. SmithJames B. Duke Distinguished Professor of Electrical and Computer EngineeringResearch Interests: Theory, simulation and demonstration of novel electromagnetic metamaterials across the spectrum, from microwave through optical. Applications of metamaterials for antennas and imaging devices, with a focus on security imaging and satellite imaging. General studies on advanced... Daniel J. SorinProfessor of Electrical and Computer EngineeringResearch Interests: Computer architecture, designing microarchitectures so that they are easier to verify, improving computer system fault tolerance, developing memory systems for multicore processors, and designing special-purpose accelerators Adrienne Stiff-RobertsJeffrey N. Vinik ProfessorResearch Interests: Thin-film deposition, MAPLE, hybrid perovskites, hybrid nanocomposites, organic thin films Stacy L. TantumBell-Rhodes Associate Professor of the Practice of Electrical and Computer EngineeringResearch Interests: Signal detection and estimation theory, statistical signal processing, pattern recognition and machine learning, remote sensing, matched-field processing, and ocean acoustics Vahid TarokhRhodes Family Professor of Electrical and Computer EngineeringResearch Interests: Representation, modeling, inference and prediction from data Kishor S. TrivediHudson Distinguished Professor of Electrical and Computer EngineeringResearch Interests: Markov models, Fault trees, Stochastic Petri nets, Reliability Modeling, Availability Modeling, Performability modeling, Survivability modeling, Cyber Security, Software reliability, Software Fault Tolerance, Software Aging and Rejuvenation Lisa WillsClare Boothe Luce Assistant Professor of Computer Science and Electrical and Computer EngineeringResearch Interests: I enjoy solving difficult problems surrounding computations with the goal to process large volumes of data efficiently. My research interests include computer architecture and microarchitecture, hardware-software co-designs, accelerators, and emerging application domains ―... Rabih YounesAssistant Professor Of The Practice in the Department of Electrical and Computer EngineeringResearch Interests: Wearable computing, activity recognition, context awareness, machine learning, engineering education, and Middle Eastern politics Secondary Faculty Alberto BartesaghiAssociate Professor of Computer ScienceResearch Interests: Image analysis, data science, computer vision, machine learning, image reconstruction, cryo-electron microscopy, protein structure Kyle BradburyAssistant Research Professor in the Department of Electrical and Computer EngineeringResearch Interests: Solving energy problems using machine learning and statistical modeling David CarlsonAssistant Professor of Civil and Environmental EngineeringResearch Interests: Machine learning, predictive modeling, health data science, statistical neuroscience Xiuyuan ChengAssistant Professor of MathematicsResearch Interests: Theory and computation of spectral methods, geometrical data analysis, high dimensional statistics, mathematical analysis of deep neural networks. Stefano CurtaroloProfessor in the Department of Mechanical Engineering and Materials ScienceResearch Interests: Artificial Intelligence Materials Science; Autonomous Materials Design; Computational materials science; High-Entropy Disordered Systems; Materials for Energy Applications; Materials for Aerospace Applications. Prof. Curtarolo multidisciplinary research makes use of state-of-the... Sina FarsiuPaul Ruffin Scarborough Distinguished Associate Professor of EngineeringResearch Interests: Focused on medical imaging and machine learning to improve the overall health and vision outcome of patients with ocular and neurological diseases (e.g., age-related macular degeneration, diabetic retinopathy, Alzheimer, and ALS) through earlier and personalized therapy. Yiyang GongAssistant Professor in the Department of Biomedical EngineeringResearch Interests: Recording and understanding brain activity by developing novel combinations of optical microscopy and genetically encoded sensors. Using these technologies, we wish to dissect neural circuit function and investigate how neural activity drives complex behaviors. Warren M. GrillProfessor of Biomedical EngineeringResearch Interests: Neural engineering and neural prostheses and include design and testing of electrodes and stimulation techniques, the electrical properties of tissues and cells, and computational neuroscience with applications in restoration of bladder function, treatment of movement disorders... Roarke HorstmeyerAssistant Professor of Biomedical EngineeringResearch Interests: Computational optics, machine learning, and designing new algorithms for image processing. A main focus is to improve how we capture and use images of microscopic phenomena within a range of biomedical contexts. In general, I like to create new optical devices that can improve... Xiao HuProfessor in the School of NursingResearch Interests: Biomedical signal processing (ECG, EEG, PPG, ICP, cerebral blood flow velocity), machine learning in healthcare, mathematical modeling of physiological systems, brain monitoring. Joseph A. IzattMichael J. Fitzpatrick Distinguished Professor of Engineering in the Edmund T. Pratt, Jr. School of EngineeringResearch Interests: Biophotonics and include coherence-based biomedical imaging and microscopy, novel technologies for ophthalmic imaging, and nanoscale studies of cellular morphology and dynamics. Alvin R. LebeckProfessor of Computer ScienceResearch Interests: Accelerating Statistical Machine LearningNovel computer architectures targeted at machine learning problems that rely on Markov Chain Monte Carlo techniques and probabilistic computing in general.Multicore/multiprocessor and Distributed Systems (including data centers)Cache... Joseph Yuan-Chieh LoProfessor of RadiologyResearch Interests: Computer vision and machine learning for medical imaging diagnosis; radiogenomics for improved management of breast cancer; computational and physical breast models for virtual clinical trials Angel Vladimirov PeterchevAssociate Professor in Psychiatry and Behavioral SciencesResearch Interests: Development and modeling of devices and application paradigms for transcranial brain stimulation; projects related to power electronics, with applications in electrical energy conversion and storage John H. ReifA. Hollis Edens Distinguished Professor of Computer ScienceResearch Interests: Molecular assembly, DNA computing, robot motion planning, parallel algorithms, randomized algorithms, graph algorithms, algebraic computation, data compression, optical computation, and quantum computation. Ehsan SameiProfessor of RadiologyResearch Interests: X-ray imaging, theoretical imaging models, simulation methods, and experimental techniques in medical image formation, analysis, assessment, and perception Xiling ShenHawkins Family Associate ProfessorResearch Interests: Precision medicine for cancer, regeneration, microbiome, and gut-brain axis. Multi-omics approaches including organoid, epigenetics, CRISPR, single-cell, metabolomics, machine learning, droplet microfluidics, humanized immune model and intravital imaging. Jiaming XuAssistant Professor of Business AdministrationResearch Interests: Network science, machine learning, high-dimensional statistical inference, information theory, optimization, stochastic systems, game theory, communications and networking Michael ZavlanosYoh Family Associate Professor of Mechanical Engineering and Materials ScienceResearch Interests: Control theory, optimization, and learning; in particular, robotics and autonomous systems, networked and distributed control systems, and cyber-physical systems. Research Faculty Jason AmsdenAssociate Research Professor in the Department of Electrical and Computer EngineeringResearch Interests: My area of interest is in the application of computational and compressive techniques to improve spectroscopic instrument design. Spectroscopic measurements are a convolution of the instrument response and the desired spectrum. Conventional spectroscopic instruments are designed... Joel Alter GreenbergAssociate Research Professor in the Department of Electrical and Computer EngineeringResearch Interests: Computational sensing with a focus on novel, physics-based measurement techniques for practical applications.  Primarily focused in the electromagnetic/optical spectrum ranging from ELF through visible and hard X-rays, with applications to security, non-destructive testing, and... Jordan Milton MalofAssistant Research Professor in the Department of Electrical and Computer EngineeringResearch Interests: Application of advanced machine learning and computer vision techniques to real-world problems Daniel L. MarksAssociate Research Professor in the Department of Electrical and Computer EngineeringResearch Interests: Metamaterials and Synthetic Electromagnetic Materials, Computational Imaging, Imaging System Design, Inverse Scattering, Mathematical Inference, and Optical Design Qiang QiuAssistant Research Professor in the Department of Electrical and Computer EngineeringResearch Interests: Machine learning, computer vision, pattern recognition, deep learning, biometrics applications, human activity recognition, image classification, object detection, representation learning Kris HauserAdjunct Associate Professor in the Department of Electrical and Computer EngineeringResearch Interests: Robot motion planning and control, semiautonomous robots, and integrating perception and planning Benjamin C LeeAssociate Professor in the Department of Electrical and Computer EngineeringResearch Interests: Computer architecture and systems, energy efficiency, performance modeling, and algorithmic economics for resource management; policy for environmentally sustainable information technology infrastructure James MorizioAdjunct Associate Professor in the Department of Electrical and Computer EngineeringResearch Interests: Mixed-Signal CMOS circuit design, layout and testingBioelectronic circuits for wireless neural interfaces: Recording and StimulationSigma Delta ADC and DACs architecture and circuit designUltrasound Pre-Amplifier and multiplexingLiquid Crystal on Silicon (LCOS) Pixel driver... Joshua StohlAdjunct Assistant Professor in the Department of Electrical and Computer EngineeringResearch Interests: Signal processing for hearing aids and auditory prostheses, computational modeling of the auditory periphery, and the use of intracochlear and cortical evoked potentials in the development and refinement of methods for coding sound for users of cochlear implants. Blake Shaw WilsonAdjunct Professor in the Department of Head and Neck Surgery Communication SciencesResearch Interests: Signal processing and neural prostheses. Entrepreneur in Residence Vamsee K. PamulaEntrepreneur in ResidenceResearch Interests: Development of inexpensive and accessible newborn screening and pediatric diagnostic products Emeritus Faculty H. Craig CaseyProfessor Emeritus of Electrical and Computer Engineering

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