Research Output 1990 2019

2019

24.5 A Twin-8T SRAM Computation-In-Memory Macro for Multiple-Bit CNN-Based Machine Learning

Si, X., Chen, J. J., Tu, Y. N., Huang, W. H., Wang, J. H., Chiu, Y. C., Wei, W. C., Wu, S. Y., Sun, X., Liu, R., Yu, S., Liu, R. S., Hsieh, C. C., Tang, K. T., Li, Q. & Chang, M. F., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 396-398 3 p. 8662392. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

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

Static random access storage
Macros
Learning systems
Data storage equipment
Energy efficiency

25.2 A Reconfigurable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source with <6×10 -6 Native Bit Error Rate

Pang, Y., Gao, B., Wu, D., Yi, S., Liu, Q., Chen, W. H., Chang, T. W., Lin, W. E., Sun, X., Yu, S., Qian, H., Chang, M. F. & Wu, H., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 402-404 3 p. 8662307. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

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

Bit error rate
Silicon
Authentication
Cryptography
RRAM

27.5 A 91%-Efficiency Envelope-Tracking Modulator Using Hysteresis-Controlled Three-Level Switching Regulator and Slew-Rate-Enhanced Linear Amplifier for LTE-80MHz Applications

Mahmoudidaryan, P., Mandal, D., Bakkaloglu, B. & Kiaei, S., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 428-430 3 p. 8662305. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

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

Modulators
Hysteresis
Power amplifiers
Agglomeration
Bandwidth

A Deep Q-Learning Approach for Dynamic Management of Heterogeneous Processors

Gupta, U., Mandal, S. K., Mao, M., Chakrabarti, C. & Ogras, U., Jan 1 2019, (Accepted/In press) In : IEEE Computer Architecture Letters.

Research output: Contribution to journalArticle

Reinforcement learning
Electric power utilization
Experiments
System-on-chip

An approach to optimize pre-annealing aging and anneal conditions to improve photovoltaic performance of perovskite solar cells

Sanni, D. M., Chen, Y., Yerramilli, A. S., Ntsoenzok, E., Asare, J., Adeniji, S. A., Oyelade, O. V., Fashina, A. A. & Alford, T., Mar 1 2019, In : Materials for Renewable and Sustainable Energy. 8, 1, 3.

Research output: Contribution to journalArticle

Aging of materials
Annealing
Perovskite
Lead
Temperature

A Novel Fingerprint Scanning Method Using Terahertz Imaging

Theofanopoulos, P. C. & Trichopoulos, G., Jan 10 2019, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2463-2464 2 p. 8608832. (2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings).

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

biometrics
spatial resolution
gloves
Scanning
Imaging techniques

A Quasi-Optical Testbed for Wideband THz On-Wafer Measurements

Cui, Y. & Trichopoulos, G., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Terahertz Science and Technology.

Research output: Contribution to journalArticle

Testbeds
Topology
wafers
broadband
Directional couplers

Around the Corner Terahertz Radar Imaging Exploiting Diffusion Scattering

Doddalla, S. & Trichopoulos, G., Jan 10 2019, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 231-232 2 p. 8608209. (2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings).

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

imaging radar
Radar imaging
Scattering
Imaging techniques
specular reflection

A Simultaneous Multiscale and Multiphysics Model and Numerical Implementation of a Core-Shell Model for Lithium-Ion Full-Cell Batteries

Liu, B., Wang, X., Chen, H. S., Chen, S., Yang, H., Xu, J., Jiang, H. & Fang, D. N., Apr 1 2019, In : Journal of Applied Mechanics, Transactions ASME. 86, 4, 041005.

Research output: Contribution to journalArticle

multiscale models
electric batteries
Lithium
lithium
Ions

Benchmark of RRAM based Architectures for Dot-Product Computation

Peng, X. & Yu, S., Jan 8 2019, 2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018. Institute of Electrical and Electronics Engineers Inc., p. 378-381 4 p. 8605606. (2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018).

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

products
Data storage equipment
TOPS (spacecraft)
chips
machine learning

Characterizing Endurance Degradation of Incremental Switching in Analog RRAM for Neuromorphic Systems

Zhao, M., Wu, H., Gao, B., Sun, X., Liu, Y., Yao, P., Xi, Y., Li, X., Zhang, Q., Wang, K., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 20.2.1-20.2.4 8614664. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

endurance
random access memory
Durability
Computer systems
analogs

Connecting theory to practice in an online introductory signals and systems course

Wang, C. & Phillips, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658701. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

course system
Students
student
MATLAB
experience

Demonstration of Generative Adversarial Network by Intrinsic Random Noises of Analog RRAM Devices

Lin, Y., Wu, H., Gao, B., Yao, P., Wu, W., Zhang, Q., Zhang, X., Li, X., Li, F., Lu, J., Li, G., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.4.1-3.4.4 8614483. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

random noise
Demonstrations
analogs
RRAM
Neural networks
1 Citation (Scopus)

Device and materials requirements for neuromorphic computing

Islam, R., Li, H., Chen, P. Y., Wan, W., Chen, H. Y., Gao, B., Wu, H., Yu, S., Saraswat, K. & Philip Wong, H. S., Jan 18 2019, In : Journal of Physics D: Applied Physics. 52, 11, 113001.

Research output: Contribution to journalReview article

Data storage equipment
requirements
chips (memory devices)
Pulse code modulation
endurance

Effect of excessive Pb on the stability and performance of Pb-halide perovskite solar cells against photo-induced degradation

Yerramilli, A. S., Chen, Y. & Alford, T., Mar 1 2019, In : MRS Communications. 9, 1, p. 189-193 5 p.

Research output: Contribution to journalArticle

Degradation
ITO glass
Passivation
Grain boundaries
Acetates

Exploiting Hybrid Precision for Training and Inference: A 2T-1FeFET Based Analog Synaptic Weight Cell

Sun, X., Wang, P., Ni, K., Datta, S. & Yu, S., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.1.1-3.1.4 8614611. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

inference
education
Ferroelectric materials
analogs
Field effect transistors
Crystallization
Metallizing
crystallization
Radiation
dosage

Influence of substrate temperature on properties of pyrite thin films deposited using a sequential coevaporation technique

Walimbe, A., Wertheim, A., Ravi, A., Kopas, C., Saxena, A., Singh, R., Lehner, S. W., Domenico, J., Makar, J., Carpenter, R. W., Buseck, P. R. & Newman, N., Jan 1 2019, In : Thin Solid Films. 669, p. 49-55 7 p.

Research output: Contribution to journalArticle

Pyrites
pyrites
Thin films
Substrates
thin films

Introduction of nitrogen gas flow and precursor aging process to improve the efficiency of the lead acetate derived CH3NH3PbI3 perovskite solar cells

Chen, Y., Li, L., Yerramilli, A. S., Qu, W., Song, Y., Li, N., Shen, Y. & Alford, T., Feb 1 2019, In : Solar Energy Materials and Solar Cells. 190, p. 49-56 8 p.

Research output: Contribution to journalArticle

Flow of gases
Nitrogen
Lead
Aging of materials
Phase composition
Built-in self test
Time measurement
Signal to noise ratio
Specifications

Lithium redistribution around the crack tip of lithium-ion battery electrodes

Yang, L., Chen, H. S., Jiang, H., Song, W. L. & Fang, D., Jul 1 2019, In : Scripta Materialia. 167, p. 11-15 5 p.

Research output: Contribution to journalArticle

crack tips
Lithium
Crack tips
electric batteries
cracks

Multistatic Terahertz Imaging Using the Radon Transform

Theofanopoulos, P. C., Sakr, M. & Trichopoulos, G., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Antennas and Propagation.

Research output: Contribution to journalArticle

Radon
Mathematical transformations
Imaging techniques
Antenna arrays
Millimeter waves

On-Chip RF Phased Array Characterization with DC-Only Measurements for In-field Calibration

Jeong, J. W., Kitchen, J. & Ozev, S., Jan 1 2019, (Accepted/In press) In : IEEE Design and Test.

Research output: Contribution to journalArticle

Built-in self test
Calibration
Networks (circuits)
Polychlorinated biphenyls
Monitoring

Optimizing activity detection via sensor fusion

Khondoker, F., Thornton, T., Spanias, A. & Shanthamallu, U. S., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633623. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

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

Fusion reactions
Stairs
Supervised learning
Sensors
Microcontrollers

Production of Carboxylic Acids from Aldehydes under Hydrothermal Conditions: A Kinetics Study of Benzaldehyde

Fecteau, K. M., Gould, I., Glein, C. R., Williams, L., Hartnett, H. & Shock, E., Jan 1 2019, (Accepted/In press) In : ACS Earth and Space Chemistry.

Research output: Contribution to journalArticle

carboxylic acid
aldehyde
Carboxylic Acids
aldehydes
Aldehydes
1 Citation (Scopus)

Ron resch origami pattern inspired energy absorption structures

Chen, Z., Wu, T., Nian, G., Shan, Y., Liang, X., Jiang, H. & Qu, S., Jan 1 2019, In : Journal of Applied Mechanics, Transactions ASME. 86, 1, 011005.

Research output: Contribution to journalArticle

energy absorption
Energy absorption
Honeycomb structures
honeycomb structures
hinges

Self-heating in SOI MOSFETs at the 45nm node

Zhang, X., Mehr, P., Vasileska, D. & Thornton, T., Jan 8 2019, 2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018. Institute of Electrical and Electronics Engineers Inc., 8605870. (2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018).

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

Thermometers
SOI (semiconductors)
Silicon
field effect transistors
Heating
1 Citation (Scopus)

STT-MRAM Design Technology Co-optimization for Hardware Neural Networks

Xu, N., Lu, Y., Qi, W., Jiang, Z., Peng, X., Chen, F., Wang, J., Choi, W., Yu, S. & Kim, D. S., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 15.3.1-15.3.4 8614560. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

hardware
Neural networks
Hardware
optimization
parasites

Wireless Wearable Ultrasound Sensor on a Paper Substrate to Characterize Respiratory Behavior

Chen, A., Halton, A. J., Rhoades, R. D., Booth, J. C., Shi, X., Bu, X., Wu, N. & Chae, J., Jan 1 2019, In : ACS Sensors.

Research output: Contribution to journalArticle

Ultrasonics
sensors
Sensors
Substrates
spirometers
2018
1 Citation (Scopus)

1T2R: A novel memory cell design to resolve single-event upset in RRAM arrays

Tosson, A. M. S., Yu, S., Anis, M. H. & Wei, L., Jan 8 2018, Proceedings - 2017 IEEE 12th International Conference on ASIC, ASICON 2017. IEEE Computer Society, Vol. 2017-October. p. 12-15 4 p.

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

Data storage equipment
Heavy ions
Radiation effects
Energy utilization
Aircraft
11 Citations (Scopus)

A 65nm 4Kb algorithm-dependent computing-in-memory SRAM unit-macro with 2.3ns and 55.8TOPS/W fully parallel product-sum operation for binary DNN edge processors

Khwa, W. S., Chen, J. J., Li, J. F., Si, X., Yang, E. Y., Sun, X., Liu, R., Chen, P. Y., Li, Q., Yu, S. & Chang, M. F., Mar 8 2018, 2018 IEEE International Solid-State Circuits Conference, ISSCC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 61. p. 496-498 3 p.

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

Static random access storage
Macros
Data storage equipment
Artificial intelligence
Costs

A built-in self-test technique for transmitter-only systems

Shafiee, M., Kitchen, J. & Ozev, S., May 29 2018, Proceedings - 2018 IEEE 36th VLSI Test Symposium, VTS 2018. IEEE Computer Society, Vol. 2018-April. p. 1-6 6 p.

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

Built-in self test
Transmitters
Calibration
Time measurement
Monitoring
5 Citations (Scopus)

A compact, low-cost, quantitative and multiplexed fluorescence detection platform for point-of-care applications

Obahiagbon, U., Smith, J. T., Zhu, M., Katchman, B. A., Arafa, H., Anderson, K. & Blain Christen, J., Oct 15 2018, In : Biosensors and Bioelectronics. 117, p. 153-160 8 p.

Research output: Contribution to journalArticle

Point-of-Care Systems
Fluorescence
Costs and Cost Analysis
Costs
Papillomavirus E7 Proteins
1 Citation (Scopus)

A facile, robust and versatile finite element implementation to study the time-dependent behaviors of responsive gels

Wang, X., Zhai, Z., Chen, Y. & Jiang, H., Jul 1 2018, In : Extreme Mechanics Letters. 22, p. 89-97 9 p.

Research output: Contribution to journalArticle

Gels
Finite element method
Physics
Damping
Boundary conditions
8 Citations (Scopus)

ALAMO: FPGA acceleration of deep learning algorithms with a modularized RTL compiler

Ma, Y., Suda, N., Cao, Y., Vrudhula, S. & Seo, J., Jan 1 2018, (Accepted/In press) In : Integration, the VLSI Journal.

Research output: Contribution to journalArticle

Learning algorithms
Field programmable gate arrays (FPGA)
Neural networks
Throughput
Hardware
1 Citation (Scopus)

Algorithm and hardware design of discrete-time spiking neural networks based on back propagation with binary activations

Yin, S., Venkataramanaiah, S. K., Chen, G. K., Krishnamurthy, R., Cao, Y., Chakrabarti, C. & Seo, J., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

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

spiking
Backpropagation
hardware
Chemical activation
activation

Algorithm-hardware co-design of single shot detector for fast object detection on FPGAs

Ma, Y., Zheng, T., Cao, Y., Vrudhula, S. & Seo, J., Nov 5 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2018 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., a57

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

Field programmable gate arrays (FPGA)
Detectors
Hardware
Image classification
Digital circuits
Silicates
Erbium
Nanostructured materials
Light absorption
Nanowires

Analysis of jitter on RFPWM systems for all-digital transmitters

Grout, K. & Kitchen, J., Jun 29 2018, Proceedings of the 2018 Texas Symposium on Wireless and Microwave Circuits and Systems, WMCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. 8400622

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

Jitter
transmitters
Transmitters
vibration
derivation
1 Citation (Scopus)

An Online Learning Methodology for Performance Modeling of Graphics Processors

Gupta, U., Babu, M., Ayoub, R., Kishinevsky, M., Paterna, F., Gumussoy, S. & Ogras, U., May 24 2018, (Accepted/In press) In : IEEE Transactions on Computers.

Research output: Contribution to journalArticle

Graphics Processors
Performance Modeling
Online Learning
Graphics Processing Unit
Methodology

A Parallel RRAM Synaptic Array Architecture for Energy-Efficient Recurrent Neural Networks

Yin, S., Sun, X., Yu, S., Seo, J. & Chakrabarti, C., Dec 31 2018, Proceedings of the IEEE Workshop on Signal Processing Systems, SiPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. 8598445. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; vol. 2018-October).

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

Recurrent neural networks
XNOR
Recurrent Neural Networks
Energy Efficient
Activation

A practical guide to circuit selection for portable microprocessor-based, low component count, near-dc ammeter for custom instruments

Stevenson, P. E. & Blain Christen, J., Dec 10 2018, 2018 IEEE Life Sciences Conference, LSC 2018. Institute of Electrical and Electronics Engineers Inc., p. 159-162 4 p. 8572257

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

ammeters
Ammeters
Microcomputers
microprocessors
Microprocessor chips

Assay development and storage for fluorescence-based lateral flow immunoassay

Hou, C. W., Zhu, M., Anderson, K., Obahiagbon, U. & Blain Christen, J., Dec 10 2018, 2018 IEEE Life Sciences Conference, LSC 2018. Institute of Electrical and Electronics Engineers Inc., p. 150-153 4 p. 8572244

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

Papillomaviridae
immunoassay
viruses
antibodies
Immunoassay
4 Citations (Scopus)

A stem reu site on the integrated design of sensor devices and signal processing algorithms

Spanias, A. & Blain Christen, J., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 6991-6995 5 p. 8462483

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

Signal processing
Sensors
Students
Software design
Research laboratories
Particle accelerators
Field programmable gate arrays (FPGA)
Neural networks
Hardware
Complex networks

A Versatile ReRAM-based Accelerator for Convolutional Neural Networks

Mao, M., Sun, X., Peng, X., Yu, S. & Chakrabarti, C., Dec 31 2018, Proceedings of the IEEE Workshop on Signal Processing Systems, SiPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 211-216 6 p. 8598372. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; vol. 2018-October).

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

Random Access
Tile
Accelerator
Particle accelerators
Neural Networks

Better Resolution of High-Spin Cobalt Hyperfine at Low Frequency: Co-Doped Ba(Zn1/3Ta2/3)O₃ as a Model Complex

Antholine, W. E., Zhang, S., Gonzales, J. & Newman, N., Nov 9 2018, In : International Journal of Molecular Sciences. 19, 11

Research output: Contribution to journalArticle

Electron Spin Resonance Spectroscopy
Cobalt
Paramagnetic resonance
electron paramagnetic resonance
cobalt

Bias temperature instability model using dynamic defect potential for predicting CMOS aging

Fang, R., Livingston, I., Esqueda, I. S., Kozicki, M. & Barnaby, H., Jun 14 2018, In : Journal of Applied Physics. 123, 22, 225701.

Research output: Contribution to journalArticle

dynamic models
CMOS
defects
temperature
semiconductor devices

Characterizing antibody-microsphere conjugates for fluorescence-based lateral flow immunoassays

Zhu, M., Hou, C. W., Obahiagbon, U., Anderson, K. & Blain Christen, J., Dec 10 2018, 2018 IEEE Life Sciences Conference, LSC 2018. Institute of Electrical and Electronics Engineers Inc., p. 199-202 4 p. 8572152

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

immunoassay
antibodies
Microspheres
Immunoassay
Antibodies

Clean to dirty limit and T c suppression in NdFeAsO0.7F0.3 studied by H c2 analysis

Pallecchi, I., Tarantini, C., Shen, Y., Singh, R., Newman, N., Cheng, P., Jia, Y., Wen, H. H. & Putti, M., Feb 14 2018, In : Superconductor Science and Technology. 31, 3, 034007.

Research output: Contribution to journalArticle

retarding
Irradiation
slopes
Superconducting materials
irradiation