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  • Vijaykrishnan Narayanan
2017

A Multitask Grocery Assist System for the Visually Impaired: Smart glasses, gloves, and shopping carts provide auditory and tactile feedback

Advani, S., Zientara, P., Shukla, N., Okafor, I., Irick, K., Sampson, J., Datta, S. & Narayanan, V., Jan 2017, IEEE Consumer Electronics Magazine, 6, 1, p. 73-81 9 p.

Research output: Contribution to specialist publicationArticle

8 Scopus citations
2016

Correlated material enhanced SRAMs with robust low power operation

Srinivasa, S., Aziz, A., Shukla, N., Li, X., Sampson, J., Datta, S., Kulkarni, J. P., Narayanan, V. & Gupta, S. K., Dec 2016, In : IEEE Transactions on Electron Devices. 63, 12, p. 4744-4752 9 p., 7738505.

Research output: Contribution to journalArticle

3 Scopus citations
2019

Training UUV navigation and contact avoidance with reinforcement learning

Homan, E., Davis, S., Hall, K., McClure, S., Sustersic, J. & Narayanan, V., Oct 2019, OCEANS 2019 MTS/IEEE Seattle, OCEANS 2019. Institute of Electrical and Electronics Engineers Inc., 8962611. (OCEANS 2019 MTS/IEEE Seattle, OCEANS 2019).

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

2017

Welcome message from the general co-chairs

Narayanan, V. & Guo, B., Oct 18 2017, In : Proceedings - 2016 13th International Conference on Embedded Software and System, ICESS 2016. p. ix 8074428.

Research output: Contribution to journalEditorial

2016

Area-aware decomposition for single-electron transistor arrays

Ho, C. H., Chen, Y. C., Wang, C. Y., Huang, C. Y., Datta, S. & Narayanan, V., Sep 2016, In : ACM Transactions on Design Automation of Electronic Systems. 21, 4, 70.

Research output: Contribution to journalArticle

2 Scopus citations
2017

Dynamic power and energy management for energy harvesting nonvolatile processor systems

Ma, K., Li, X., Liu, H., Sheng, X., Wang, Y., Swaminathan, K., Liu, Y., Xie, Y., Sampson, J. & Narayanan, V., May 2017, In : ACM Transactions on Embedded Computing Systems. 16, 4, 107.

Research output: Contribution to journalArticle

6 Scopus citations
2018

Emerging steep-slope devices and circuits: Opportunities and challenges

Li, X., Kim, M. S., George, S., Aziz, A., Jerry, M., Shukla, N., Sampson, J., Gupta, S., Datta, S. & Narayanan, V., Jan 1 2018, Beyond-CMOS Technologies for Next Generation Computer Design. Springer International Publishing, p. 195-230 36 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

A monolithic-3D SRAM design with enhanced robustness and in-memory computation support

Srinivasa, S., Ramanathan, A. K., Li, X., Chen, W. H., Hsueh, F. K., Yang, C. C., Shen, C. H., Shieh, J. M., Gupta, S., Chang, M. F. M., Ghosh, S., Sampson, J. & Narayanan, V., Jul 23 2018, ISLPED 2018 - Proceedings of the 2018 International Symposium on Low Power Electronics and Design. Institute of Electrical and Electronics Engineers Inc., a34. (Proceedings of the International Symposium on Low Power Electronics and Design).

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

7 Scopus citations
2019

SRAMs and DRAMs with separate read-write ports augmented by phase transition materials

Shen, Z., Srinivasa, S., Aziz, A., Datta, S., Narayanan, V. & Gupta, S. K., Feb 2019, In : IEEE Transactions on Electron Devices. 66, 2, p. 929-937 9 p., 8601374.

Research output: Contribution to journalArticle

2017

Enabling Energy-Efficient Nonvolatile Computing with Negative Capacitance FET

Li, X., Sampson, J., Khan, A., Ma, K., George, S., Aziz, A., Gupta, S. K., Salahuddin, S., Chang, M. F., Datta, S. & Narayanan, V., Aug 2017, In : IEEE Transactions on Electron Devices. 64, 8, p. 3452-3458 7 p., 7959653.

Research output: Contribution to journalArticle

31 Scopus citations
2018

Drones as collaborative sensors for image recognition

Zientara, P. A., Choi, J., Sampson, J. M. & Narayanan, V., Mar 26 2018, 2018 IEEE International Conference on Consumer Electronics, ICCE 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January.

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

2 Scopus citations
2016

Ultra low power coupled oscillator arrays for computer vision applications

Shukla, N., Tsai, W. Y., Jerry, M., Barth, M., Narayanan, V. & Datta, S., Sep 21 2016, 2016 IEEE Symposium on VLSI Technology, VLSI Technology 2016. Institute of Electrical and Electronics Engineers Inc., 7573439. (Digest of Technical Papers - Symposium on VLSI Technology; vol. 2016-September).

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

8 Scopus citations
2018

Compact 3-D-SRAM Memory with Concurrent Row and Column Data Access Capability Using Sequential Monolithic 3-D Integration

Srinivasa, S., Li, X., Chang, M. F., Sampson, J., Gupta, S. K. & Narayanan, V., Apr 2018, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 26, 4, p. 671-683 13 p.

Research output: Contribution to journalArticle

11 Scopus citations

Indoor Navigation using Text Extraction

Eden, J., Kawchak, T. & Narayanan, V., Dec 31 2018, Proceedings of the IEEE Workshop on Signal Processing Systems, SiPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 112-117 6 p. 8598409. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; vol. 2018-October).

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

2019

ROBIN: Monolithic-3D SRAM for Enhanced Robustness with In-Memory Computation Support

Rangachar Srinivasa, S., Ramanathan, A. K., Li, X., Chen, W. H., Gupta, S. K., Chang, M. F., Ghosh, S., Sampson, J. & Narayanan, V., Jul 2019, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 66, 7, p. 2533-2545 13 p., 8648391.

Research output: Contribution to journalArticle

1 Scopus citations
2017

Co-Training of Feature Extraction and Classification using Partitioned Convolutional Neural Networks

Tsai, W. Y., Choi, J., Parija, T., Gomatam, P., Das, C., Sampson, J. M. & Narayanan, V., Jun 18 2017, Proceedings of the 54th Annual Design Automation Conference 2017, DAC 2017. Institute of Electrical and Electronics Engineers Inc., 58. (Proceedings - Design Automation Conference; vol. Part 128280).

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

1 Scopus citations
2016

Enabling New Computation Paradigms with HyperFET-An Emerging Device

Tsai, W. Y., Li, X., Jerry, M., Xie, B., Shukla, N., Liu, H., Chandramoorthy, N., Cotter, M., Raychowdhury, A., Chiarulli, D. M., Levitan, S. P., Datta, S., Sampson, J. M., Ranganathan, N. & Narayanan, V., Jan 1 2016, In : IEEE Transactions on Multi-Scale Computing Systems. 2, 1, p. 30-48 19 p., 7384736.

Research output: Contribution to journalArticle

20 Scopus citations
2019

Rebooting Our Computing Models

Cadareanu, P., Reddy, C. N., Almudever, C. G., Khanna, A., Raychowdhury, A., Datta, S., Bertels, K., Narayanan, V., Ventra, M. D. & Gaillardon, P. E., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 1469-1476 8 p. 8715167. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

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

2018

Harnessing emerging technology for compute-in-memory support

Jao, N., Ramanathan, A. K., Srinivasa, S., George, S., Sampson, J. & Narayanan, V., Aug 7 2018, Proceedings - 2018 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2018. IEEE Computer Society, p. 447-452 6 p. 8429408. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2018-July).

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

2 Scopus citations
2019

Design of 2T/Cell and 3T/Cell Nonvolatile Memories with Emerging Ferroelectric FETs

Li, X., Wu, J., Ni, K., George, S., Ma, K., Sampson, J., Gupta, S. K., Liu, Y., Yang, H., Datta, S. & Narayanan, V., Jun 2019, In : IEEE Design and Test. 36, 3, p. 39-45 7 p., 8653894.

Research output: Contribution to journalArticle

3 Scopus citations

Going Vertical: The Future of Electronics

Narayanan, V., Nov 1 2019, In : IEEE Micro. 39, 6, p. 6-7 2 p., 8894187.

Research output: Contribution to journalEditorial

Noise Aware Power Adaptive Partitioned Deep Networks for Mobile Visual Assist Platforms

Zientara, P. A., Sampson, J. & Narayanan, V., Jan 17 2019, Proceedings - 31st IEEE International System on Chip Conference, SOCC 2018. Alioto, M., Bhatia, K., Stan, M., Sridhar, R. & Li, H. (eds.). IEEE Computer Society, p. 284-289 6 p. 8618580. (International System on Chip Conference; vol. 2018-September).

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

2016

A Saliency-Driven LCD Power Management System

Xiao, Y., Advani, S., Shin, D., Chang, N., Sampson, J. J. & Narayanan, V., Aug 2016, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 24, 8, p. 2689-2702 14 p., 7401087.

Research output: Contribution to journalArticle

Computing with coupled dynamical systems

Shukla, N., Datta, S., Parihar, A., Narayanan, V. & Raychowdhury, A., Jan 1 2016, CNNA 2016 - 15th International Workshop on Cellular Nanoscale Networks and Their Applications. Tetzlaff, R. (ed.). IEEE Computer Society, p. 111-112 2 p. (International Workshop on Cellular Nanoscale Networks and their Applications; vol. 2016-August).

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

Phase transition oxide neuron for spiking neural networks

Jerry, M., Tsai, W. Y., Xie, B., Li, X., Narayanan, V., Raychowdhury, A. & Datta, S., Aug 22 2016, 74th Annual Device Research Conference, DRC 2016. Institute of Electrical and Electronics Engineers Inc., 7548503. (Device Research Conference - Conference Digest, DRC; vol. 2016-August).

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

15 Scopus citations

Intelligent Vision Systems: Exploring the State-of-the-Art and Opportunities for the Future

Advani, S., Kestur, S. & Narayanan, V., Mar 15 2016, Proceedings - 2015 IEEE International Symposium on Nanoelectronic and Information Systems, iNIS 2015. Institute of Electrical and Electronics Engineers Inc., p. 77-82 6 p. 7434402. (Proceedings - 2015 IEEE International Symposium on Nanoelectronic and Information Systems, iNIS 2015).

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

2017

Always-On Speech Recognition Using TrueNorth, a Reconfigurable, Neurosynaptic Processor

Tsai, W. Y., Barch, D. R., Cassidy, A. S., Debole, M. V., Andreopoulos, A., Jackson, B. L., Flickner, M. D., Arthur, J. V., Modha, D. S., Sampson, J. & Narayanan, V., Jun 1 2017, In : IEEE Transactions on Computers. 66, 6, p. 996-1007 12 p., 7750640.

Research output: Contribution to journalArticle

10 Scopus citations
2019

Utilization of Negative-Capacitance FETs to Boost Analog Circuit Performances

Liang, Y., Zhu, Z., Li, X., Gupta, S. K., Datta, S. & Narayanan, V., Dec 2019, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 27, 12, p. 2855-2860 6 p., 8836084.

Research output: Contribution to journalArticle

2017

Improving FPGA Design with Monolithic 3D Integration Using High Dense Inter-Stack Via

Srinivasa, S. R., Mohan, K., Chen, W. H., Hsu, K. H., Li, X., Chang, M. F., Gupta, S. K., Sampson, J. & Narayanan, V., Jul 20 2017, Proceedings - 2017 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2017. Reis, R., Stan, M., Huebner, M. & Voros, N. (eds.). IEEE Computer Society, p. 128-133 6 p. 7987507. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2017-July).

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

4 Scopus citations
2018

NEOFog: Nonvolatility-exploiting optimizations for fog computing

Ma, K., Li, X., Kandemir, M., Sampson, J. M., Narayanan, V., Li, J., Wu, T., Wang, Z., Liu, Y. & Xie, Y., Mar 19 2018, Proceedings of the 23rd International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2018. 2 ed. Association for Computing Machinery, Vol. 53. p. 782-796 15 p.

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

2 Scopus citations
2016

An exploration of hardware architectures for face detection

Theocharides, T., Nicopoulos, C., Irick, K., Narayanan, V. & Irwin, M. J., Apr 19 2016, The VLSI Handbook: Second Edition. CRC Press, p. 83.1-83.27

Research output: Chapter in Book/Report/Conference proceedingChapter

Exploration of Low-Power High-SFDR Current-Steering D/A Converter Design Using Steep-Slope Heterojunction Tunnel FETs

Kim, M. S., Li, X., Liu, H., Sampson, J., Datta, S. & Narayanan, V., Jun 2016, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 24, 6, p. 2299-2309 11 p., 7339712.

Research output: Contribution to journalArticle

8 Scopus citations

Comparative area and parasitics analysis in FinFET and heterojunction vertical TFET standard cells

Kim, M. S., Cane-Wissing, W., Li, X., Sampson, J., Datta, S., Gupta, S. K. & Narayanan, V., May 2016, In : ACM Journal on Emerging Technologies in Computing Systems. 12, 4, 38.

Research output: Contribution to journalArticle

19 Scopus citations
2019

Programmable non-volatile memory design featuring reconfigurable in-memory operations

Jao, N., Ramanathan, A. K., Sengupta, A., Sampson, J. & Narayanan, V., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702534. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

2018

A FeFET based processing-in-memory architecture for solving distributed least-square optimizations

Yoon, I., Chang, M., Ni, K., Jerry, M., Gangopadhyay, S., Smith, G., Hamam, T., Narayanan, V., Romberg, J., Lu, S. L., Datta, S. & Raychowdhury, A., Aug 20 2018, 2018 76th Device Research Conference, DRC 2018. Institute of Electrical and Electronics Engineers Inc., 8442235. (Device Research Conference - Conference Digest, DRC; vol. 2018-June).

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

2 Scopus citations

Influence of Body Effect on Sample-and-Hold Circuit Design Using Negative Capacitance FET

Liang, Y., Li, X., George, S., Srinivasa, S., Zhu, Z., Gupta, S. K., Datta, S. & Narayanan, V., Sep 2018, In : IEEE Transactions on Electron Devices. 65, 9, p. 3909-3914 6 p., 8424879.

Research output: Contribution to journalArticle

3 Scopus citations
2017

Harnessing ferroelectrics for non-volatile memories and logic

Gupta, S. K., Wang, D., George, S., Aziz, A., Li, X., Datta, S. & Narayanan, V., May 2 2017, Proceedings of the 18th International Symposium on Quality Electronic Design, ISQED 2017. IEEE Computer Society, p. 29-34 6 p. 7918288. (Proceedings - International Symposium on Quality Electronic Design, ISQED).

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

3 Scopus citations
2016

Diagnosis and Synthesis for Defective Reconfigurable Single-Electron Transistor Arrays

Huang, C. Y., Li, Y. J., Liu, C. W., Wang, C. Y., Chen, Y. C., Datta, S. & Narayanan, V., Jun 1 2016, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 24, 6, p. 2321-2334 14 p., 7373670.

Research output: Contribution to journalArticle

3 Scopus citations
2017

Advancing Nonvolatile Computing with Nonvolatile NCFET Latches and Flip-Flops

Li, X., George, S., Ma, K., Tsai, W. Y., Aziz, A., Sampson, J. M., Gupta, S. K., Chang, M. F., Liu, Y., Datta, S. & Narayanan, V., Nov 1 2017, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 64, 11, p. 2907-2919 13 p., 7938368.

Research output: Contribution to journalArticle

26 Scopus citations
2019

Context-aware convolutional neural network over distributed system in collaborative computing

Choi, J., Hakimi, Z., Shin, P. W., Sampson, J. & Narayanan, V., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a211. (Proceedings - Design Automation Conference).

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

3 Scopus citations

Heuristic Approximation of Early-Stage CNN Data Representation for Vision Intelligence Systems

Choi, J., Sampson, J. & Narayanan, V., Jan 16 2019, Proceedings - 2018 IEEE 36th International Conference on Computer Design, ICCD 2018. Institute of Electrical and Electronics Engineers Inc., p. 218-225 8 p. 8615691. (Proceedings - 2018 IEEE 36th International Conference on Computer Design, ICCD 2018).

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

1 Scopus citations
2017

An accuracy tunable non-boolean co-processor using coupled nano-oscillators

Gala, N., Krithivasan, S., Tsai, W. Y., Li, X., Narayanan, V. & Kamakoti, V., Sep 2017, In : ACM Journal on Emerging Technologies in Computing Systems. 14, 1, 1.

Research output: Contribution to journalArticle

1 Scopus citations
2018

A power-efficient hybrid architecture design for image recognition using CNNs

Choi, J., Srinivasa, S., Tanabe, Y., Sampson, J. & Narayanan, V., Aug 7 2018, Proceedings - 2018 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2018. IEEE Computer Society, p. 22-27 6 p. 8429336. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2018-July).

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

2017

Spendthrift: Machine learning based resource and frequency scaling for ambient energy harvesting nonvolatile processors

Ma, K., Li, X., Srinivasa, S. R., Liu, Y., Sampson, J., Xie, Y. & Narayanan, V., Feb 16 2017, 2017 22nd Asia and South Pacific Design Automation Conference, ASP-DAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 678-683 6 p. 7858402. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

15 Scopus citations
2018

Sensing in ferroelectric memories and flip-flops

Aziz, A., Thirumala, S. K., Wang, D., George, S., Li, X., Datta, S., Narayanan, V. & Gupta, S. K., Aug 10 2018, Sensing of Non-Volatile Memory Demystified. Springer International Publishing, p. 47-80 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2016

Towards a unified multiresolution vision model for autonomous ground robots

Sustersic, J., Wyble, B., Advani, S. & Narayanan, V., Jan 1 2016, In : Robotics and Autonomous Systems. 75, p. 221-232 12 p.

Research output: Contribution to journalArticle

2019

Context-aware collaborative object recognition for distributed multi camera time series data

Shin, P. W., Sampson, J. & Narayanan, V., Dec 4 2019, Proceedings of the 10th International Symposium on Information and Communication Technology, SoICT 2019. Association for Computing Machinery, p. 154-161 8 p. (ACM International Conference Proceeding Series).

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

Computing with Networks of Oscillatory Dynamical Systems

Raychowdhury, A., Parihar, A., Smith, G. H., Narayanan, V., Csaba, G., Jerry, M., Porod, W. & Datta, S., Jan 2019, In : Proceedings of the IEEE. 107, 1, p. 73-89 17 p., 8565896.

Research output: Contribution to journalArticle

6 Scopus citations
2017

Maximum Energy Efficiency Tracking Circuits for Converter-Less Energy Harvesting Sensor Nodes

Sun, Y., Yuan, Z., Liu, Y., Li, X., Wang, Y., Wei, Q., Wang, Y., Narayanan, V. & Yang, H., Jun 2017, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 64, 6, p. 670-674 5 p., 7725972.

Research output: Contribution to journalArticle

4 Scopus citations
2018

Lowering Area Overheads for FeFET-Based Energy-Efficient Nonvolatile Flip-Flops

Li, X., George, S., Liang, Y., Ma, K., Ni, K., Aziz, A., Gupta, S. K., Sampson, J., Chang, M. F., Liu, Y., Yang, H., Datta, S. & Narayanan, V., Jun 2018, In : IEEE Transactions on Electron Devices. 65, 6, p. 2670-2674 5 p.

Research output: Contribution to journalArticle

4 Scopus citations