Find Scholarly Works

Search in all content

Filters for Scholarly Works

Search concepts
Selected Filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016

Author

  • Yu Cao
2016

Ranking the parameters of deep neural networks using the fisher information

Tu, M., Berisha, V., Woolf, M., Seo, J. & Cao, Y., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 2647-2651 5 p. 7472157

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

4 Scopus citations
2017

Cost-Effective Design Solutions for Enhancing PRAM Reliability and Performance

Yang, C., Mao, M., Cao, Y. & Chakrabarti, C., Jan 1 2017, In : IEEE Transactions on Multi-Scale Computing Systems. 3, 1, p. 1-11 11 p., 7422141.

Research output: Contribution to journalArticle

1 Scopus citations

End-to-end scalable FPGA accelerator for deep residual networks

Ma, Y., Kim, M., Cao, Y., Vrudhula, S. & Seo, J., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050344. (Proceedings - IEEE International Symposium on Circuits and Systems).

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

20 Scopus citations

Adaptive accelerated aging with 28nm HKMG technology

Patra, D., Reza, A. K., Hassan, M. K., Katoozi, M., Cannon, E. H., Roy, K. & Cao, Y., May 30 2017, 2017 International Reliability Physics Symposium, IRPS 2017. Institute of Electrical and Electronics Engineers Inc., p. CR2.1-CR2.4 7936351

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

1 Scopus citations

A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS

Kim, M., Mohanty, A., Kadetotad, D., Suda, N., Wei, L., Saseendran, P., He, X., Cao, Y. & Seo, J., Feb 16 2017, 2017 22nd Asia and South Pacific Design Automation Conference, ASP-DAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 21-22 2 p. 7858282

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

1 Scopus citations
2020

GAR: Graph assisted reasoning for object detection

Li, Z., Du, X. & Cao, Y., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 1284-1293 10 p. 9093559. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

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

2017

TDDB in HfSiON/SiO2 dielectric stack: Büttiker probe based NEGF modeling, prediction and experiment

Reza, A. K., Hassan, M. K., Roy, K., Patra, D., Bansal, A. & Cao, Y., May 30 2017, 2017 International Reliability Physics Symposium, IRPS 2017. Institute of Electrical and Electronics Engineers Inc., p. DG5.1-DG5.6 7936362

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

3 Scopus citations
2018

Accelerated BTI degradation under stochastic TDDB effect

Patra, D., Reza, A. K., Katoozi, M., Cannon, E. H., Roy, K. & Cao, Y., May 25 2018, 2018 IEEE International Reliability Physics Symposium, IRPS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-March. p. 5C.51-5C.54

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

3 Scopus citations
2016

High-performance radio frequency transistors based on diameter-separated semiconducting carbon nanotubes

Cao, Y., Che, Y., Seo, J. W. T., Gui, H., Hersam, M. C. & Zhou, C., Jun 6 2016, In : Applied Physics Letters. 108, 23, 233105.

Research output: Contribution to journalArticle

12 Scopus citations
2020

Performance modeling for CNN inference accelerators on FPGA

Ma, Y., Cao, Y., Vrudhula, S. & Seo, J. S., Apr 2020, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 4, p. 843-856 14 p., 8634939.

Research output: Contribution to journalArticle

1 Scopus citations
2016

Carbon Nanotube Macroelectronics for Active Matrix Polymer-Dispersed Liquid Crystal Displays

Cong, S., Cao, Y., Fang, X., Wang, Y., Liu, Q., Gui, H., Shen, C., Cao, X., Kim, E. S. & Zhou, C., Nov 22 2016, In : ACS Nano. 10, 11, p. 10068-10074 7 p.

Research output: Contribution to journalArticle

19 Scopus citations
2017

RTN in Scaled Transistors for On-Chip Random Seed Generation

Mohanty, A., Sutaria, K. B., Awano, H., Sato, T. & Cao, Y., Apr 12 2017, (Accepted/In press) In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Research output: Contribution to journalArticle

3 Scopus citations
2016

A 65 nm Programmable ANalog Device Array (PANDA) for Analog Circuit Emulation

Suda, N., Suh, J., Hakim, N., Cao, Y. & Bakkaloglu, B., Jan 25 2016, (Accepted/In press) In : IEEE Transactions on Circuits and Systems I: Regular Papers.

Research output: Contribution to journalArticle

8 Scopus citations
2017

Atomic Insights into the Enhanced Surface Stability in High Voltage Cathode Materials by Ultrathin Coating

Fang, X., Lin, F., Nordlund, D., Mecklenburg, M., Ge, M., Rong, J., Zhang, A., Shen, C., Liu, Y., Cao, Y., Doeff, M. M. & Zhou, C., Feb 17 2017, In : Advanced Functional Materials. 27, 7, 1602873.

Research output: Contribution to journalArticle

14 Scopus citations
2019

A Real-Time 17-Scale Object Detection Accelerator with Adaptive 2000-Stage Classification in 65 nm CMOS

Kim, M., Mohanty, A., Kadetotad, D., Wei, L., He, X., Cao, Y. & Seo, J. S., Oct 2019, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 66, 10, p. 3843-3853 11 p., 8741167.

Research output: Contribution to journalArticle

2016

Radio frequency transistors based on ultra-high purity semiconducting carbon nanotubes with superior extrinsic maximum oscillation frequency

Cao, Y., Che, Y., Gui, H., Cao, X. & Zhou, C., Feb 1 2016, In : Nano Research. 9, 2, p. 363-371 9 p.

Research output: Contribution to journalArticle

17 Scopus citations
2019

Towards efficient neural networks on-a-chip: Joint hardware-algorithm approaches

Du, X., Krishnan, G., Mohanty, A., Li, Z., Charan, G. & Cao, Y., Mar 2019, China Semiconductor Technology International Conference 2019, CSTIC 2019. Claeys, C., Huang, R., Wu, H., Lin, Q., Liang, S., Song, P., Guo, Z., Lai, K., Zhang, Y., Qu, X., Lung, H-L. & Yu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., 8755608. (China Semiconductor Technology International Conference 2019, CSTIC 2019).

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

1 Scopus citations
2017

Efficient prediction of 28nm path delay degradation under activity uncertainty

Patra, D., Bansal, A., Rao, R., Ramamurthy, A., Li, W., Shimelis, E. & Cao, Y., May 30 2017, 2017 International Reliability Physics Symposium, IRPS 2017. Institute of Electrical and Electronics Engineers Inc., p. CR5.1-CR5.4 7936354

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

A 1.06 μw smart ECG processor in 65 nm CMOS for real-time biometrie authentication and personal cardiac monitoring

Yin, S., Kim, M., Kadetotad, D., Liu, Y., Bae, C., Kim, S. J., Cao, Y. & Seo, J., Aug 10 2017, 2017 Symposium on VLSI Circuits, VLSI Circuits 2017. Institute of Electrical and Electronics Engineers Inc., p. C102-C103 8008563. (IEEE Symposium on VLSI Circuits, Digest of Technical Papers).

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

10 Scopus citations

Review of Electronics Based on Single-Walled Carbon Nanotubes

Cao, Y., Cong, S., Cao, X., Wu, F., Liu, Q., Amer, M. R. & Zhou, C., Oct 1 2017, In : Topics in Current Chemistry. 375, 5, 75.

Research output: Contribution to journalReview article

22 Scopus citations
2016

Design of a reliable RRAM-based PUF for compact hardware security primitives

Shrivastava, A., Chen, P. Y., Cao, Y., Yu, S. & Chakrabarti, C., Jul 29 2016, ISCAS 2016 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 2326-2329 4 p. 7539050

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

1 Scopus citations

Reducing the model order of deep neural networks using information theory

Tu, M., Berisha, V., Cao, Y. & Seo, J., Sep 2 2016, Proceedings - IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2016. IEEE Computer Society, Vol. 2016-September. p. 93-98 6 p. 7560179

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

2018

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

Ma, Y., Suda, N., Cao, Y., Vrudhula, S. & Seo, J., Jun 2018, In : Integration. 62, p. 14-23 10 p.

Research output: Contribution to journalReview article

22 Scopus citations

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

1 Scopus citations

Random sparse adaptation for accurate inference with inaccurate multi-level RRAM arrays

Mohanty, A., Du, X., Chen, P. Y., Seo, J., Yu, S. & Cao, Y., Jan 23 2018, 2017 IEEE International Electron Devices Meeting, IEDM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. Part F134366. p. 6.3.1-6.3.4

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

5 Scopus citations

Towards a Wearable Cough Detector Based on Neural Networks

Kadambi, P., Mohanty, A., Ren, H., Smith, J., McGuinnes, K., Holt, K., Furtwaengler, A., Slepetys, R., Yang, Z., Seo, J., Chae, J., Cao, Y. & Berisha, V., 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. 2161-2165 5 p. 8461394

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

1 Scopus citations
2016

Mitigating effects of non-ideal synaptic device characteristics for on-chip learning

Chen, P. Y., Lin, B., Wang, I. T., Hou, T. H., Ye, J., Vrudhula, S., Seo, J., Cao, Y. & Yu, S., Jan 5 2016, 2015 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2015. Institute of Electrical and Electronics Engineers Inc., p. 194-199 6 p. 7372570. (2015 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2015).

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

77 Scopus citations
2018

Compact modeling and simulation of accelerated circuit aging

Patra, D., Zhang, J., Wang, R., Katoozi, M., Cannon, E. H., Huang, R. & Cao, Y., 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

2 Scopus citations

Adaptive accelerated aging for 28 nm HKMG technology

Patra, D., Reza, A. K., Hassan, M. K., Katoozi, M., Cannon, E. H., Roy, K. & Cao, Y., Jan 1 2018, In : Microelectronics Reliability. 80, p. 149-154 6 p.

Research output: Contribution to journalArticle

1 Scopus citations
2016

Imperceptible and ultraflexible p-Type transistors and macroelectronics based on carbon nanotubes

Cao, X., Cao, Y. & Zhou, C., Jan 26 2016, In : ACS Nano. 10, 1, p. 199-206 8 p.

Research output: Contribution to journalArticle

25 Scopus citations
2017

MNSIM: Simulation Platform for Memristor-based Neuromorphic Computing System

Xia, L., Li, B., Tang, T., Gu, P., Chen, P. Y., Yu, S., Cao, Y., Wang, Y., Xie, Y. & Yang, H., Jul 19 2017, (Accepted/In press) In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

21 Scopus citations
2018

Guest editors' introduction: Frontiers of hardware and algorithms for on-chip learning

Cao, Y., Li, X., Seo, J. & Dasika, G., Jul 2018, In : ACM Journal on Emerging Technologies in Computing Systems. 14, 2, 3205944.

Research output: Contribution to journalEditorial

2019

A 1.06-μW Smart ECG Processor in 65-nm CMOS for Real-Time Biometric Authentication and Personal Cardiac Monitoring

Yin, S., Kim, M., Kadetotad, D., Liu, Y., Bae, C., Kim, S. J., Cao, Y. & Seo, J. S., Aug 2019, In : IEEE Journal of Solid-State Circuits. 54, 8, p. 2316-2326 11 p., 8713394.

Research output: Contribution to journalArticle

2 Scopus citations
2018
2 Scopus citations
2019

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., 2019, In : Frontiers in Neuroscience. 13, JAN, 991.

Research output: Contribution to journalComment/debate

Open Access
2018

Process scalability of pulse-based circuits for analog image convolution

D'Angelo, R., Du, X., Salthouse, C. D., Hollosi, B., Freifeld, G., Uy, W., Huang, H., Tran, N., Chery, A., Seo, J., Cao, Y., Poppe, D. C. & Sonkusale, S. R., Sep 2018, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 65, 9, p. 2929-2938 10 p., 8341826.

Research output: Contribution to journalArticle

2020

Accurate Inference with Inaccurate RRAM Devices: A Joint Algorithm-Design Solution

Charan, G., Mohanty, A., Du, X., Krishnan, G., Joshi, R. V. & Cao, Y., Jan 1 2020, (Accepted/In press) In : IEEE Journal on Exploratory Solid-State Computational Devices and Circuits.

Research output: Contribution to journalArticle

Open Access
2017

Heterogeneous memory design

Yang, C., Xu, Z., Chakrabarti, C. & Cao, Y., Jan 1 2017, VLSI: Circuits for Emerging Applications. CRC Press, p. 407-427 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2016

Throughput-optimized openCL-based FPGA accelerator for large-scale convolutional neural networks

Suda, N., Chandra, V., Dasika, G., Mohanty, A., Ma, Y., Vrudhula, S., Seo, J. & Cao, Y., Feb 21 2016, FPGA 2016 - Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. Association for Computing Machinery, Inc, p. 16-25 10 p.

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

244 Scopus citations

Scalable and modularized RTL compilation of Convolutional Neural Networks onto FPGA

Ma, Y., Suda, N., Cao, Y., Seo, J. & Vrudhula, S., Sep 26 2016, FPL 2016 - 26th International Conference on Field-Programmable Logic and Applications. Institute of Electrical and Electronics Engineers Inc., 7577356. (FPL 2016 - 26th International Conference on Field-Programmable Logic and Applications).

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

64 Scopus citations
2018

Generative Sensing: Transforming Unreliable Sensor Data for Reliable Recognition

Karam, L., Borkar, T., Cao, Y. & Chae, J., Jun 26 2018, Proceedings - IEEE 1st Conference on Multimedia Information Processing and Retrieval, MIPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 100-105 6 p.

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

1 Scopus citations
2016

High-performance face detection with CPU-FPGA acceleration

Mohanty, A., Suda, N., Kim, M., Vrudhula, S., Seo, J. & Cao, Y., Jul 29 2016, ISCAS 2016 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 117-120 4 p. 7527184

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

7 Scopus citations
2017

Optimizing loop operation and dataflow in FPGA acceleration of deep convolutional neural networks

Ma, Y., Cao, Y., Vrudhula, S. & Seo, J., Feb 22 2017, FPGA 2017 - Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. Association for Computing Machinery, Inc, p. 45-54 10 p. (FPGA 2017 - Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays).

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

111 Scopus citations

An automatic RTL compiler for high-throughput FPGA implementation of diverse deep convolutional neural networks

Ma, Y., Cao, Y., Vrudhula, S. & Seo, J., Oct 2 2017, 2017 27th International Conference on Field Programmable Logic and Applications, FPL 2017. Gohringer, D., Stroobandt, D., Mentens, N., Santambrogio, M. & Nurmi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 8056824. (2017 27th International Conference on Field Programmable Logic and Applications, FPL 2017).

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

43 Scopus citations

A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS

Kim, M., Mohanty, A., Kadetotad, D., Suda, N., Wei, L., Saseendran, P., He, X., Cao, Y. & Seo, J., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050798

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

2016

Compact oscillation neuron exploiting metal-insulator-transition for neuromorphic computing

Chen, P. Y., Seo, J., Cao, Y. & Yu, S., Nov 7 2016, 2016 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2016. Institute of Electrical and Electronics Engineers Inc., 2967015. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 07-10-November-2016).

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

10 Scopus citations
2019

Single-Net continual learning with progressive segmented training

Du, X., Charan, G., Liu, F. & Cao, Y., Dec 2019, Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1629-1636 8 p. 8999103. (Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019).

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

2016

MNSIM: Simulation platform for memristor-based neuromorphic computing system

Xia, L., Li, B., Tang, T., Gu, P., Yin, X., Huangfu, W., Chen, P. Y., Yu, S., Cao, Y., Wang, Y., Xie, Y. & Yang, H., Apr 25 2016, Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016. Institute of Electrical and Electronics Engineers Inc., p. 469-474 6 p. 7459356

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

25 Scopus citations