Research Output 1870 2019

2019

Who Shares What with Whom? Information Sharing Preferences in the Online and Offline Worlds

Liu, C., Huang, H. Y., Albarracin, D. & Bashir, M., Jan 1 2019, Advances in Human Factors in Cybersecurity - Proceedings of the AHFE 2018 International Conference on Human Factors in Cybersecurity, 2018. Springer-Verlag, p. 149-158 10 p. (Advances in Intelligent Systems and Computing; vol. 782)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

3D printing for preoperative planning and surgical training: a review

Ganguli, A., Pagan-Diaz, G. J., Grant, L., Cvetkovic, C., Bramlet, M., Vozenilek, J., Kesavadas, T. & Bashir, R., Sep 1 2018, In : Biomedical Microdevices. 20, 3, 65

Research output: Contribution to journalReview article

Printing
Audiovisual Aids
Planning
Diagnostic Imaging
Human Body

A 0.45-0.7 v 1-6 Gb/s 0.29-0.58 pJ/b Source-Synchronous Transceiver Using Near-Threshold Operation

Choi, W. S., Shu, G., Talegaonkar, M., Liu, Y., Wei, D., Benini, L. & Hanumolu, P. K., Mar 1 2018, In : IEEE Journal of Solid-State Circuits. 53, 3, p. 884-895 12 p.

Research output: Contribution to journalArticle

Transceivers
Electric potential
Calibration
Multiplexing
Energy efficiency

A 1.6ps peak-INL 5.3ns range two-step digital-to-time converter in 65nm CMOS

Elmallah, A., Ahmed, M. G., Elkholy, A., Choi, W. S. & Hanumolu, P. K., May 9 2018, 2018 IEEE Custom Integrated Circuits Conference, CICC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric delay lines
Calibration

A 10-Gb/s/ch, 0.6-pJ/bit/mm Power Scalable Rapid-ON/OFF Transceiver for On-Chip Energy Proportional Interconnects

Wei, D., Anand, T., Shu, G., Schutt-Ainé, J. E. & Hanumolu, P. K., Mar 1 2018, In : IEEE Journal of Solid-State Circuits. 53, 3, p. 873-883 11 p.

Research output: Contribution to journalArticle

Transceivers
Energy efficiency
Throughput
Degradation
Networks (circuits)

A 10-MHz 2-800-mA 0.5-1.5-V 90% Peak Efficiency Time-Based Buck Converter with Seamless Transition between PWM/PFM Modes

Kim, S. J., Choi, W. S., Pilawa-Podgurski, R. & Hanumolu, P. K., Mar 1 2018, In : IEEE Journal of Solid-State Circuits. 53, 3, p. 814-824 11 p.

Research output: Contribution to journalArticle

Pulse time modulation
Modulation
Controllers
Electric potential
Frequency modulation

A 12-Gb/s -16.8-dBm OMA Sensitivity 23-mW Optical Receiver in 65-nm CMOS

Ahmed, M. G., Talegaonkar, M., Elkholy, A., Shu, G., Elmallah, A., Rylyakov, A. & Hanumolu, P. K., Feb 1 2018, In : IEEE Journal of Solid-State Circuits. 53, 2, p. 445-457 13 p., 8074728

Research output: Contribution to journalArticle

Optical receivers
Feedback amplifiers
Operational amplifiers
Bandwidth
Semiconductor lasers

A 15Gb/s 1.9pJ/bit sub-baud-rate digital CDR

Kim, D., Choi, W. S., Elkholy, A., Kenney, J. & Hanumolu, P. K., May 9 2018, 2018 IEEE Custom Integrated Circuits Conference, CICC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clocks
Jitter
Energy efficiency
Recovery

A 19.4-nJ/Decision, 364-K Decisions/s, In-Memory Random Forest Multi-Class Inference Accelerator

Kang, M., Gonugondla, S. K., Lim, S. & Shanbhag, N. R., May 1 2018, (Accepted/In press) In : IEEE Journal of Solid-State Circuits.

Research output: Contribution to journalArticle

Particle accelerators
Data storage equipment
Integrated circuits
Classifiers
CMOS integrated circuits

A 42pJ/decision 3.12TOPS/W robust in-memory machine learning classifier with on-chip training

Gonugondla, S. K., Kang, M. & Shanbhag, N., Mar 8 2018, 2018 IEEE International Solid-State Circuits Conference, ISSCC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 61, p. 490-492 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Classifiers
Memory architecture
Data storage equipment
Statistics

A 5GHz 370fsrms 6.5mW clock multiplier using a crystal-oscillator frequency quadrupler in 65nm CMOS

Megawer, K. M., Elkholy, A., Coombs, D., Ahmed, M. G., Elmallah, A. & Hanumolu, P. K. Mar 8 2018 2018 IEEE International Solid-State Circuits Conference, ISSCC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 61, p. 392-394 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Crystal oscillators
Clocks
Spurious signal noise
Phase locked loops
Phase noise

A 6.75-8.25-GHz -250-dB FoM Rapid ON/OFF Fractional-N Injection-Locked Clock Multiplier

Elkholy, A., Elmallah, A., Ahmed, M. G. & Hanumolu, P. K. Jun 1 2018 In : IEEE Journal of Solid-State Circuits. 53, 6, p. 1818-1829 12 p.

Research output: Contribution to journalArticle

Clocks
Jitter
Calibration
Electric potential
Temperature

A bank angle protection method based on exponential potential functions

Sun, D. & Hovakimyan, N. Jan 1 2018 AIAA Guidance, Navigation, and Control. 210039 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Aircraft models
NASA
Tuning

A Case for Packageless Processors

Pal, S., Petrisko, D., Bajwa, A. A., Gupta, P., Iyer, S. S. & Kumar, R., Mar 27 2018, Proceedings - 24th IEEE International Symposium on High Performance Computer Architecture, HPCA 2018. IEEE Computer Society, Vol. 2018-February, p. 466-479 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Silicon
Data storage equipment
Bandwidth
Polychlorinated biphenyls
Processing

Accelerate analytical placement with GPU: A generic approach

Lin, C. X. & Wong, M. D. F., Apr 19 2018, Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1345-1350 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resource allocation
Program processors
Data storage equipment
Networks (circuits)
Graphics processing unit

Accurate models for optimizing tapered microchannel heat sinks in 3D ICs

Hwang, L., Kwon, B. & Wong, M., Aug 7 2018, Proceedings - 2018 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2018. IEEE Computer Society, Vol. 2018-July, p. 58-63 6 p. 8429342

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Heat sinks
Microchannels
Cooling
Computer simulation
Nusselt number

A Coupled Bi-Virus Spread Model in Networked Systems

Paré, P. E., Liu, J., Beck, C. L. & Başar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June, p. 4414-4419 6 p. 8430785

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Viruses
Computer networks
landmarks
speech recognition
strings
acoustics
scoring

A covert queueing channel in fcfs schedulers

Ghassami, A. & Kiyavash, N., Jun 1 2018, In : IEEE Transactions on Information Forensics and Security. 13, 6, p. 1551-1563 13 p.

Research output: Contribution to journalArticle

Scheduling
Transmitters

Active sampling-based binary verification of dynamical systems

Quindlen, J. F., Topcu, U., Chowdhary, G. & How, J. P., Jan 1 2018, AIAA Guidance, Navigation, and Control. 210039 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems
Sampling
Closed loop systems
Temporal logic
Learning algorithms

Active Sampling for Closed-Loop Statistical Verification of Uncertain Nonlinear Systems

Quindlen, J. F., Topcu, U., Chowdhary, G. & How, J. P., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June, p. 6259-6265 7 p. 8431662

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nonlinear systems
Sampling
Closed loop systems
Dynamical systems

A cyber-physical system framework for early detection of paroxysmal diseases

Gu, Z., Jiang, Y., Zhou, M., Gu, M., Song, X. & Sha, L. Jun 23 2018 In : IEEE Access. 6, p. 34834-34845 12 p.

Research output: Contribution to journalArticle

Medicine
Cyber Physical System

Adaptive Sequential Stochastic Optimization

Wilson, C., Veeravalli, V. V. & Nedich, A., Mar 14 2018, (Accepted/In press) In : IEEE Transactions on Automatic Control.

Research output: Contribution to journalArticle

Gradient methods
Stochastic systems
Ion beams
Quality control
Trajectories

Adaptive wavelet stochastic collocation for resonant transmission line circuits

Yang, A. S., Chen, X., Schutt-Aine, J. E. & Cangellaris, A. C., Apr 2 2018, 2017 IEEE 26th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1-3 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric lines
Resonant circuits
Networks (circuits)
Statistics
Polynomials

A distributed power grid analysis framework from sequential stream graph

Lin, C. X., Huang, T. W., Yu, T. & Wong, M. D. F., May 30 2018, GLSVLSI 2018 - Proceedings of the 2018 Great Lakes Symposium on VLSI. Association for Computing Machinery, p. 183-188 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed computer systems
Scheduling
Decomposition
Hardware
Industry

Adjoint-based sensitivity and ignition threshold mapping in a turbulent mixing layer

Capecelatro, J., Bodony, D. J. & Freund, J. B., Jul 11 2018, (Accepted/In press) In : Combustion Theory and Modelling. p. 1-33 33 p.

Research output: Contribution to journalArticle

Turbulent Mixing
Mixing Layer
turbulent mixing
Ignition
ignition

A dynamical network framework with application to stability of power networks

Wang, D., Chen, W., Khong, S. Z., Liu, J., Basar, T. & Qiu, L., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 2924-2928 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Positive Feedback
Network Dynamics
Communication Channels
Feedback
Communication

A fast and massively-parallel inverse solver for multiple-scattering tomographic image reconstruction

Hidayetoglu, M., Pearson, C., El Hajj, I., Gurel, L., Chew, W. C. & Hwu, W. M., Aug 3 2018, Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 64-74 11 p. 8425161

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiple scattering
Image reconstruction
Scattering
Forward scattering
Iterative methods

A game-theoretic approach to a task delegation problem

Dobakhshari, D. G., Varshney, L. R. & Gupta, V., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October, p. 1271-1276 6 p. 8335557

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Delegation
games
Game
Information Asymmetry
incentives

A highly compressed timing macro-modeling algorithm for hierarchical and incremental timing analysis

Lai, T. Y. & Wong, M. D. F., Feb 20 2018, ASP-DAC 2018 - 23rd Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 166-171 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Macros
Networks (circuits)
Computer simulation

Algorithmic attack synthesis using hybrid dynamics of power grid critical infrastructures

Huang, Z., Etigowni, S., Garcia, L., Mitra, S. & Zonouz, S., Jul 19 2018, Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018. Institute of Electrical and Electronics Engineers Inc., p. 151-162 12 p. 8416479

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical infrastructures
Electricity
Control systems
Hybrid systems
Topology

AliDrone: Enabling trustworthy proof-of-alibi for commercial drone compliance

Liu, T., Hojjati, A., Bates, A. & Nahrstedt, K., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July, p. 841-852 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned aerial vehicles (UAV)
Network protocols
Drones
Compliance
Program processors

A machine learning methodology for inferring network S-parameters in the presence of variability

Ma, X., Raginsky, M. & Cangellaris, A. C., Jun 29 2018, 2018 IEEE 22nd Workshop on Signal and Power Integrity, SPI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scattering parameters
Learning systems
Linear networks
Rational functions
Probability distributions

A Mean-field Optimal Control Formulation for Global Optimization

Zhang, C., Taghvaei, A. & Mehta, P. G., May 2 2018, (Accepted/In press) In : IEEE Transactions on Automatic Control.

Research output: Contribution to journalArticle

Global optimization
Sampling
Importance sampling

A Modulo-Based Architecture for Analog-to-Digital Conversion

Ordentlich, O., Tabak, G., Hanumolu, P. K., Singer, A. & Wornell, G., Aug 3 2018, (Accepted/In press) In : IEEE Journal on Selected Topics in Signal Processing.

Research output: Contribution to journalArticle

Analog to digital conversion
Digital to analog conversion
Digital signal processing
Statistics

A Multi-Functional In-Memory Inference Processor Using a Standard 6T SRAM Array

Kang, M., Gonugondla, S. K., Patil, A. & Shanbhag, N. R., Feb 1 2018, In : IEEE Journal of Solid-State Circuits. 53, 2, p. 642-655 14 p., 8246704

Research output: Contribution to journalArticle

Associative processing
Inference engines
Memory architecture
Template matching
Computer architecture

An adaptive least-squares global sensitivity method and application to a plasma-coupled combustion prediction with parametric correlation

Tang, K., Massa, L., Wang, J. & Freund, J. B., May 15 2018, In : Journal of Computational Physics. 361, p. 167-198 32 p.

Research output: Contribution to journalArticle

polynomials
Polynomials
Plasmas
analysis of variance
sensitivity

Analysis of Stepping Stone Attacks in Dynamic Vulnerability Graphs

Gamarra, M., Shetty, S., Nicol, D. M., Gonazlez, O., Kamhoua, C. A. & Njilla, L., Jul 27 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-May, 8422723

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Topology
Algebra

An Analytical Method to Evaluate and Design Hybrid Switched-Capacitor and Multilevel Converters

Lei, Y., Liu, W. C. & Pilawa-Podgurski, R. C. N., Mar 1 2018, In : IEEE Transactions on Power Electronics. 33, 3, p. 2227-2240 14 p., 7891047

Research output: Contribution to journalArticle

Capacitors
Topology
Electric potential

An approach to distributed parametric learning with streaming data

Liu, J., Liu, Y., Nedić, A. & Başar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 3206-3211 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Streaming Data
Converge
Linear regression
Undirected Graph
Averaging

An average queue-length-difference–based congestion detection algorithm in TCP/AQM network

Zhu, J., Luo, T., Yang, L., Xie, W. & Dullerud, G. E. May 1 2018 In : International Journal of Adaptive Control and Signal Processing. 32, 5, p. 742-752 11 p.

Research output: Contribution to journalArticle

State estimation
Transmission control protocol
Network management
MATLAB
Signal to noise ratio

An In-Memory VLSI Architecture for Convolutional Neural Networks

Kang, M., Lim, S., Gonugondla, S. & Shanbhag, N. R., Apr 21 2018, (Accepted/In press) In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Research output: Contribution to journalArticle

Static random access storage
Throughput
Neural networks
Data storage equipment
Memory architecture

ApDeepSense: Deep learning uncertainty estimation without the pain for IoT applications

Yao, S., Zhao, Y., Shao, H., Zhang, C., Zhang, A., Liu, D., Liu, S., Su, L. & Abdelzaher, T., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July, p. 334-343 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy utilization
Neural networks
Internet of things
Deep learning
Uncertainty

Application of a Message-Passing Decomposition of Sparsely-Coupled Linear Programming Problems to the Uniform Stabilization of Positive Switched Linear Systems

Essick, R. & Dullerud, G., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June, p. 3780-3785 6 p. 8431432

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Message passing
Linear programming
Linear systems
Stabilization
Decomposition

Applications of group testing to security decision-making in networks

Bolouki, S., Dobakhshari, D. G., Basar, T., Gupta, V. & Nedic, A., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 2929-2934 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Group Testing
Decision making
Decision Making
Testing
Incomplete Information

Approximate partial order reduction

Fan, C., Huang, Z. & Mitra, S., Jan 1 2018, Formal Methods - 22nd International Symposium, FM 2018, Held as Part of the Federated Logic Conference, FloC 2018, Proceedings. Springer-Verlag, p. 588-607 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10951 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Order Reduction
Partial Order
Experiments
Labeled Transition System
Reachability Analysis

A pseudo-supervised machine learning approach to broadband LTI macro-modeling

Nguyen, T. & Schutt-Aine, J. E. Jun 22 2018 2018 IEEE International Symposium on Electromagnetic Compatibility and 2018 IEEE Asia-Pacific Symposium on Electromagnetic Compatibility, EMC/APEMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1018-1021 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

machine learning
Macros
Learning systems
Poles
broadband

A queueing system with on-demand servers: local stability of fluid limits

Nguyen, L. M. & Stolyar, A. L., Aug 1 2018, In : Queueing Systems. 89, 3-4, p. 243-268 26 p.

Research output: Contribution to journalArticle

Servers
Fluids
Lyapunov functions
Local stability
Queueing system

A Rank Decomposed Statistical Error Compensation Technique for Robust Convolutional Neural Networks in the Near Threshold Voltage Regime

Lin, Y., Zhang, S. & Shanbhag, N. R., Feb 15 2018, (Accepted/In press) In : Journal of Signal Processing Systems. 90, 10, p. 1439-1451 13 p.

Research output: Contribution to journalArticle

Error Compensation
Error compensation
Threshold voltage
Voltage
Neural Networks

A roadmap for global synthesis of the plant tree of life

Eiserhardt, W. L. , Antonelli, A. , Bennett, D. J. , Botigué, L. R. , Burleigh, J. G. , Dodsworth, S. , Enquist, B. J. , Forest, F. , Kim, J. T. , Kozlov, A. M. , Leitch, I. J. , Maitner, B. S. , Mirarab, S. , Piel, W. H. , Pérez-Escobar, O. A. , Pokorny, L. , Rahbek, C. , Sandel, B. , Smith, S. A. , Stamatakis, A. & 3 others Vos, R. A., Warnow, T. & Baker, W. J., Jan 1 2018, (Accepted/In press) In : American journal of botany.

Research output: Contribution to journalArticle

synthesis
phylogeny
phylogenetics
informatics
botanists