Research Output

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

20 Scopus citations

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

7 Scopus citations

Adaptive MTD Security using Markov Game Modeling

Chowdhary, A., Sengupta, S., Alshamrani, A., Huang, D. & Sabur, A., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 577-581 5 p. 8685647. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection

Feng, Y., Yang, F., Zhou, X., Guo, Y., Tang, F., Ren, F., Guo, J. & Ji, S., Nov 1 2019, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 16, 6, p. 1794-1801 8 p., 8357938.

Research output: Contribution to journalArticle

2 Scopus citations

A dependable detection mechanism for intersection management of Connected Autonomous Vehicles

Dedinsky, R., Khayatian, M., Mehrabian, M. & Shrivastava, A., Mar 1 2019, In : OpenAccess Series in Informatics. 68, 7.

Research output: Contribution to journalConference article

Adversarially-resistant on-demand topic channels for wireless sensor networks

Behrens, H. W. & Candan, K., Jan 15 2019, Proceedings - 2018 IEEE 37th Symposium on Reliable Distributed Systems, SRDS 2018. IEEE Computer Society, p. 83-92 10 p. 8613956. (Proceedings of the IEEE Symposium on Reliable Distributed Systems; vol. 2019-October).

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

Attribute Based Encryption for Information Sharing on Tactical Mobile Networks

Luo, J., Dong, Q., Huang, D. & Kang, M., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 960-965 6 p. 8599802. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

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

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

Brew: A Security Policy Analysis Framework for Distributed SDN-Based Cloud Environments

Pisharody, S., Natarajan, J., Chowdhary, A., Alshalan, A. & Huang, D., Nov 1 2019, In : IEEE Transactions on Dependable and Secure Computing. 16, 6, p. 1011-1025 15 p., 7976378.

Research output: Contribution to journalArticle

5 Scopus citations

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

5 Scopus citations

Combining Dynamic and Static Attack Information for Attack Tracing and Event Correlation

Alshamrani, A., Chowdhary, A., Mjihil, O., Myneni, S. & Huang, D., Feb 20 2019, 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8647326. (2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings).

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

Continuous simulation optimization with model mismatch using Gaussian process regression

Inanlouganji, A., Pedrielli, G., Fainekos, G. & Pokutta, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2131-2142 12 p. 8632427. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

1 Scopus citations

Control flow checking or not? (for Soft Errors)

Rhisheekesan, A., Jeyapaul, R. & Shrivastava, A., Feb 2019, In : ACM Transactions on Embedded Computing Systems. 18, 1, 11.

Research output: Contribution to journalArticle

2 Scopus citations

Corrigendum: Large-scale neuromorphic spiking array processors: A quest to mimic the brain (Frontiers in Neuroscience (2018) 12 (891) DOI: 10.3389/fnins.2018.00891)

Thakur, C. S., Molin, J. L., Cauwenberghs, G., Indiveri, G., Kumar, K., Qiao, N., Schemmel, J., Wang, R., Chicca, E., Hasler, J. O., Seo, J., Yu, S., Cao, Y., Van Schaik, A. & Etienne-Cummings, R., Jan 1 2019, In : Frontiers in Neuroscience. 13, JAN, 991.

Research output: Contribution to journalComment/debate

Open Access

Crowd Sourced Semantic Enrichment (CroSSE) for knowledge driven querying of digital resources

Cavallo, G., Di Mauro, F., Pasteris, P., Sapino, M. L. & Candan, K. S., Jan 1 2019, In : Journal of Intelligent Information Systems.

Research output: Contribution to journalArticle

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

1 Scopus citations

Design space exploration of ovonic threshold switch (OTS) for sub-threshold read operation in cross-point memory arrays

Woo, J. & Yu, S., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702296. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

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

11 Scopus citations

Device Design and Material Considerations of Ovonic Threshold Switch (OTS) for Cross-point MRAM Array

Woo, J. & Yu, S., Mar 2019, 2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 148-150 3 p. 8731137. (2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019).

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

Electrochemical metallization ReRAMs (ECM) - Experiments and modelling: General discussion

Ambrosi, E., Bartlett, P., Berg, A. I., Brivio, S., Burr, G., Deswal, S., Deuermeier, J., Haga, M. A., Kiazadeh, A., Kissling, G., Kozicki, M., Foroutan-Nejad, C., Gale, E., Gonzalez Velo, Y., Goossens, A., Goux, L., Hasegawa, T., Hilgenkamp, H., Huang, R., Ibrahim, S. & 18 others, Ielmini, D., Kenyon, A. J., Kolosov, V., Li, Y., Majumdar, S., Milano, G., Prodromakis, T., Raeishosseini, N., Rana, V., Ricciardi, C., Santamaria, M., Shluger, A., Valov, I., Waser, R., Stanley Williams, R., Wouters, D., Yang, Y. & Zaffora, A., Jan 1 2019, In : Faraday Discussions. 213, p. 115-120 6 p.

Research output: Contribution to journalComment/debate

Evaluation of Single Event Effects in SRAM and RRAM Based Neuromorphic Computing System for Inference

Ye, Z., Liu, R., Barnaby, H. & Yu, S., May 22 2019, 2019 IEEE International Reliability Physics Symposium, IRPS 2019. Institute of Electrical and Electronics Engineers Inc., 8720490. (IEEE International Reliability Physics Symposium Proceedings; vol. 2019-March).

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

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

9 Scopus citations

Gray-box adversarial testing for control systems with machine learning components

Yaghoubi, S. & Fainekos, G., Apr 16 2019, HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control. Association for Computing Machinery, Inc, p. 179-184 6 p. (HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control).

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

6 Scopus citations

Improving student learning performance in a virtual hands-on lab system in cybersecurity education

Zeng, Z., Deng, Y., Hsiao, I., Huang, D. & Chung, C. J., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658855. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Local descent for temporal logic falsification of cyber-physical systems

Yaghoubi, S. & Fainekos, G., Jan 1 2019, Cyber Physical Systems. Design, Modeling, and Evaluation - 7th International Workshop, CyPhy 2017, Revised Selected Papers. Chamberlain, R., Taha, W. & Törngren, M. (eds.). Springer Verlag, p. 11-26 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11267 LNCS).

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

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

1 Scopus citations

Optimizing weight mapping and data flow for convolutional neural networks on rram based processing-in-memory architecture

Peng, X., Liu, R. & Yu, S., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702715. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

3 Scopus citations

Personalized Learning in a Virtual Hands-on Lab Platform for Computer Science Education

Deng, Y., Lu, D., Chung, C. J., Huang, D. & Zeng, Z., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659291. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Phase-change memories (PCM)-Experiments and modelling: General discussion

Bartlett, P., Berg, A. I., Bernasconi, M., Brown, S., Burr, G., Foroutan-Nejad, C., Gale, E., Huang, R., Ielmini, D., Kissling, G., Kolosov, V., Kozicki, M., Nakamura, H., Rushchanskii, K., Salinga, M., Shluger, A., Thompson, D., Valov, I., Wang, W., Waser, R. & 1 others, Williams, R. S., Jan 1 2019, In : Faraday Discussions. 213, p. 393-420 28 p.

Research output: Contribution to journalComment/debate

1 Scopus citations

Photochemical synthesis of dendritic silver nano-particles for anti-counterfeiting

Zhao, Z., Chamele, N., Kozicki, M., Yao, Y. & Wang, C., Jan 1 2019, In : Journal of Materials Chemistry C. 7, 20, p. 6099-6104 6 p.

Research output: Contribution to journalArticle

4 Scopus citations

RIM: Robust Intersection Management for Connected Autonomous Vehicles

Khayatian, M., Mehrabian, M. & Shrivastava, A., Jan 4 2019, Proceedings - 39th IEEE Real-Time Systems Symposium, RTSS 2018. Institute of Electrical and Electronics Engineers Inc., p. 35-44 10 p. 8603190. (Proceedings - Real-Time Systems Symposium; vol. 2018-December).

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

3 Scopus citations

SDN based Network Function Parallelism in Cloud

Chowdhary, A. & Huang, D., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 486-490 5 p. 8685508. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Steep-slope field-effect transistors with AlGaN/GaN HEMT and oxide-based threshold switching device

Huang, X., Fang, R., Yang, C., Fu, K., Fu, H., Chen, H., Yang, T. H., Zhou, J., Montes, J., Kozicki, M., Barnaby, H., Zhang, B. & Zhao, Y., Mar 13 2019, In : Nanotechnology. 30, 21, 215201.

Research output: Contribution to journalArticle

1 Scopus citations

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

4 Scopus citations

SUPC: SDN enabled Universal Policy Checking in Cloud Network

Chowdhary, A., Alshamrani, A. & Huang, D., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 572-576 5 p. 8685550. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Synaptic and neuromorphic functions: General discussion

Berg, A. I., Brivio, S., Brown, S., Burr, G., Deswal, S., Deuermeier, J., Gale, E., Hwang, H., Ielmini, D., Indiveri, G., Kenyon, A. J., Kiazadeh, A., Köymen, I., Kozicki, M., Li, Y., Mannion, D., Prodromakis, T., Ricciardi, C., Siegel, S., Speckbacher, M. & 5 others, Valov, I., Wang, W., Williams, R. S., Wouters, D. & Yang, Y., Jan 1 2019, In : Faraday Discussions. 213, p. 553-578 26 p.

Research output: Contribution to journalComment/debate

Test Methods and Metrics for Effective HRI in Collaborative Human-Robot Teams

Marvel, J. A., Bagchi, S., Zimmerman, M., Aksu, M., Antonishek, B., Wang, Y., Mead, R., Fong, T. & Ben Amor, H., Mar 22 2019, HRI 2019 - 14th ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 696-697 2 p. 8673149. (ACM/IEEE International Conference on Human-Robot Interaction; vol. 2019-March).

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

Three-Dimensional NAND Flash for Vector-Matrix Multiplication

Wang, P., Xu, F., Wang, B., Gao, B., Wu, H., Qian, H. & Yu, S., Apr 2019, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 27, 4, p. 988-991 4 p., 8571188.

Research output: Contribution to journalArticle

8 Scopus citations

Understanding the future of energy efficiency in multi-module GPUs

Arunkumar, A., Bolotin, E., Nellans, D. & Wu, C-J., Mar 26 2019, Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019. Institute of Electrical and Electronics Engineers Inc., p. 519-532 14 p. 8675192. (Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019).

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

1 Scopus citations

Velocity: Scalability Improvements in Block Propagation Through Rateless Erasure Coding

Chawla, N., Behrens, H. W., Tapp, D., Boscovic, D. & Candan, K. S., May 2019, ICBC 2019 - IEEE International Conference on Blockchain and Cryptocurrency. Institute of Electrical and Electronics Engineers Inc., p. 447-454 8 p. 8751427. (ICBC 2019 - IEEE International Conference on Blockchain and Cryptocurrency).

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

3 Scopus citations
2018

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

1 Scopus citations

A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing

Li, Y., Liu, Z., Liu, W., Jiang, Y., Wang, Y., Goh, W. L., Yu, H. & Ren, F., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Industrial Electronics.

Research output: Contribution to journalArticle

2 Scopus citations

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

37 Scopus citations

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

Achieving fine-grained access control with discretionary user revocation over cloud data

Dong, Q., Huang, D., Luo, J. & Kang, M., Aug 10 2018, 2018 IEEE Conference on Communications and Network Security, CNS 2018. Institute of Electrical and Electronics Engineers Inc., 8433128

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

1 Scopus citations

A Compiler Technique for Processor-Wide Protection From Soft Errors in Multithreaded Environments

Didehban, M. & Shrivastava, A., Feb 9 2018, (Accepted/In press) In : IEEE Transactions on Reliability.

Research output: Contribution to journalArticle

2 Scopus citations

A data driven in-air-handwriting biometric authentication system

Lu, D., Xu, K. & Huang, D., Jan 29 2018, IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 531-537 7 p.

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

5 Scopus citations

A GPU-outperforming FPGA accelerator architecture for binary convolutional neural networks

Li, Y., Liu, Z., Xu, K., Yu, H. & Ren, F., Jul 2018, In : ACM Journal on Emerging Technologies in Computing Systems. 14, 2, 3154839.

Research output: Contribution to journalArticle

11 Scopus citations