Research Output 1870 2018

2018

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
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

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

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 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

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 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

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

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
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

A survey of statistical model checking

Agha, G. & Palmskog, K. Jan 1 2018 In : ACM Transactions on Modeling and Computer Simulation. 28, 1, 6

Research output: Contribution to journalReview article

Model checking
Model Checking
Statistical Model
Stochastic systems
Stochastic Systems

Asymptotic behavior of a reduced conjunctive Boolean network

Chen, X., Gao, Z. & Basar, 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. 4404-4409 6 p.

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

Boolean Networks
Dynamical systems
Orbits
Asymptotic Behavior
Periodic Orbits

A System-Level Analysis of Phase Noise in Full-Duplex Wireless Transceivers

Zhou, J. & Krishnaswamy, H. Jan 23 2018 (Accepted/In press) In : IEEE Transactions on Circuits and Systems II: Express Briefs.

Research output: Contribution to journalArticle

Oscillistors
Circuit oscillations
Spectral density
Variable frequency oscillators
Phase noise

Athena: Towards decision-centric anticipatory sensor information delivery

Lee, J., Marcus, K., Abdelzaher, T., Amin, T. A., Bar-Noy, A., Dron, W., Govindan, R., Hobbs, R., Hu, S., Kim, J. E., Sha, L., Yao, S. & Zhao, Y. Jan 1 2018 In : Journal of Sensor and Actuator Networks. 7, 1, 5

Research output: Contribution to journalArticle

delivery
Network protocols
Sensor
sensors
Sensors

Bespoke Processors for Applications with Ultra-Low Area and Power Constraints

Cherupalli, H., Duwe, H., Ye, W., Kumar, R. & Sartori, J. May 1 2018 In : IEEE Micro. 38, 3, p. 32-39 8 p.

Research output: Contribution to journalArticle

Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: Metabolomics-informed genomics

Liu, D. , Ray, B. , Neavin, D. R. , Zhang, J. , Athreya, A. P. , Biernacka, J. M. , Bobo, W. V. , Hall-Flavin, D. K. , Skime, M. K. , Zhu, H. , Jenkins, G. D. , Batzler, A. , Kalari, K. R. , Boakye-Agyeman, F. , Matson, W. R. , Bhasin, S. S. , Mushiroda, T. , Nakamura, Y. , Kubo, M. , Iyer, R. K. & 4 others Wang, L., Frye, M. A., Kaddurah-Daouk, R. & Weinshilboum, R. M. Dec 1 2018 In : Translational psychiatry. 8, 1, 56

Research output: Contribution to journalArticle

beta-Defensins
Kynurenine
Aryl Hydrocarbon Receptors
Metabolomics
Major Depressive Disorder

Bispectrum Inversion with Application to Multireference Alignment

Bendory, T., Boumal, N., Ma, C., Zhao, Z. & Singer, A. Feb 15 2018 In : IEEE Transactions on Signal Processing. 66, 4, p. 1037-1050 14 p., 8115200

Research output: Contribution to journalArticle

Integer programming
Power spectrum
Signal to noise ratio

Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation

Gao, W., Oh, S. & Viswanath, P. May 1 2018 In : IEEE Transactions on Information Theory. 64, 5, p. 3313-3330 18 p.

Research output: Contribution to journalArticle

entropy
Entropy
Bandwidth
trend
Byproducts

Bringing Empathy into the Designing Process: Building in Design Integrity.

McDonagh, D. C. Feb 2018 In : INNOVATION: Quarterly of the Industrial Design Society of America. Winter, p. 36-38 3 p.

Research output: Contribution to journalArticle

ChIPWig: A random access-enabling lossless and lossy compression method for ChIP-seq data

Ravanmehr, V., Kim, M., Wang, Z. & Milenkovic, O. Mar 15 2018 In : Bioinformatics. 34, 6, p. 911-919 9 p.

Research output: Contribution to journalArticle

General purpose computers
Lossy Compression
Lossless Compression
Chromatin Immunoprecipitation
Random Access

Classification of the structurally controllable zero-patterns for driftless bilinear control systems

Tsopelakos, A., Belabbas, M. A. & Gharesifard, B. May 8 2018 (Accepted/In press) In : IEEE Transactions on Control of Network Systems.

Research output: Contribution to journalArticle

Bilinear Systems
Controllability
Control System
Control systems
Zero

Codes in the Damerau Distance for Deletion and Adjacent Transposition Correction

Gabrys, R., Yaakobi, E. & Milenkovic, O. Apr 1 2018 In : IEEE Transactions on Information Theory. 64, 4, p. 2550-2570 21 p.

Research output: Contribution to journalArticle

information theory
Information theory
substitution
DNA
Substitution reactions

Collision avoidance in multi-vehicle cooperative missions using speed adjustment

Mehdi, S. B., Cichella, V., Marinho, T. & Hovakimyan, N. 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. 2152-2157 6 p.

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

Collision Avoidance
Collision avoidance
Adjustment
Categorical or nominal
Deviation

Communicating algorithmic process in online behavioral advertising

Eslami, M., Kumaran, S. R. K., Sandvig, C. & Karahalios, K. Apr 20 2018 CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Vol. 2018-April

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

Marketing
Information use
Opacity

Computed tomography super-resolution using convolutional neural networks

Yu, H., Liu, D., Shi, H., Yu, H., Wang, Z., Wang, X., Cross, B., Bramler, M. & Huang, T. S. Feb 20 2018 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September, p. 3944-3948 5 p.

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

Tomography
Neural networks
Image resolution
Feature extraction
X rays

Computing environments for reproducibility: Capturing the "Whole Tale"

Brinckman, A., Chard, K., Gaffney, N., Hategan, M., Jones, M. B., Kowalik, K., Kulasekaran, S., Ludäscher, B., Mecum, B. D., Nabrzyski, J., Stodden, V., Taylor, I. J., Turk, M. J. & Turner, K. Jan 1 2018 (Accepted/In press) In : Future Generation Computer Systems.

Research output: Contribution to journalArticle

Data mining
Big data

Coordinate Dual Averaging for Decentralized Online Optimization with Nonseparable Global Objectives

Lee, S., Nedic, A. & Raginsky, M. Mar 1 2018 In : IEEE Transactions on Control of Network Systems. 5, 1, p. 34-44 11 p.

Research output: Contribution to journalArticle

Online Optimization
Nonseparable
Decentralized
Averaging
Lipschitz

Correlating cellular features with gene expression using CCA

Subramanian, V., Chidester, B., Ma, J. & Do, M. N. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 805-808 4 p.

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

Gene expression
Genes
Gene Expression
Cell Nucleus Shape
Neoplasms

Correlation Clustering and Biclustering with Locally Bounded Errors

Puleo, G. J. & Milenkovic, O. Jun 1 2018 In : IEEE Transactions on Information Theory. 64, 6, p. 4105-4119 15 p.

Research output: Contribution to journalArticle

Approximation algorithms

Cost-Effective Error Detection through Mersenne Modulo Shadow Datapaths

Campbell, K., Lin, C. H. & Chen, D. May 8 2018 (Accepted/In press) In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

Error detection
Costs
Particle accelerators
Cost effectiveness
Hardware

Costly circuits, submodular schedules and approximate Carathéodory Theorems

Bojja Venkatakrishnan, S., Alizadeh, M. & Viswanath, P. Apr 1 2018 In : Queueing Systems. 88, 3-4, p. 311-347 37 p.

Research output: Contribution to journalArticle

Switches
Bandwidth
Optical switches
Networks (circuits)
Scheduling algorithms

Countries' survival in networked international environments

Li, Y., Morse, A. S., Liu, J. & Basar, 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. 2912-2917 6 p.

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

Game
Antagonism
Power Allocation
Complete Graph
Bipartite Graph