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Author

  • Chaitali Chakrabarti
2013

Sonic Millip3De with dynamic receive focusing and apodization optimization

Sampson, R., Yang, M., Wei, S., Chakrabarti, C. & Wenisch, T. F., Dec 1 2013, 2013 IEEE International Ultrasonics Symposium, IUS 2013. p. 557-560 4 p. 6724784. (IEEE International Ultrasonics Symposium, IUS).

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

8 Scopus citations
2012

Neural activity tracking using spatial compressive particle filtering

Miao, L., Zhang, J. J., Papandreou-Suppappola, A. & Chakrabarti, C., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 3461-3464 4 p. 6288661. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

1 Scopus citations
2015

Exploiting resistive cross-point array for compact design of physical unclonable function

Chen, P. Y., Fang, R., Liu, R., Chakrabarti, C., Cao, Y. & Yu, S., Jun 29 2015, Proceedings of the 2015 IEEE International Symposium on Hardware-Oriented Security and Trust, HOST 2015. Institute of Electrical and Electronics Engineers Inc., p. 26-31 6 p. 7140231

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

35 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
2019

A 8.93-TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity with All Parameters Stored On-Chip

Kadetotad, D., Berisha, V., Chakrabarti, C. & Seo, J. S., Sep 2019, ESSCIRC 2019 - IEEE 45th European Solid State Circuits Conference. Institute of Electrical and Electronics Engineers Inc., p. 119-122 4 p. 8902809. (ESSCIRC 2019 - IEEE 45th European Solid State Circuits Conference).

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

2011

Low energy motion estimation via selective aproximations

Emre, Y. & Chakrabarti, C., Nov 3 2011, Proceedings - 22nd IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2011. p. 176-183 8 p. 6043266. (Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors).

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

3 Scopus citations
2013

A speech emotion recognition framework based on latent Dirichlet allocation: Algorithm and FPGA implementation

Shah, M., Miao, L., Chakrabarti, C. & Spanias, A., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 2553-2557 5 p. 6638116. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

14 Scopus citations
2016

Low complexity 3D ultrasound imaging using synthetic aperture sequential beamforming

Zhou, J., Wei, S., Sampson, R., Yang, M., Jintamethasawat, R., Kripfgans, O. D., Fowlkes, J. B., Wenisch, T. F. & Chakrabarti, C., Dec 9 2016, Proceedings - IEEE International Workshop on Signal Processing Systems, SiPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 33-38 6 p. 7780068

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

2 Scopus citations
2011

Real-time closed-loop tracking of an unknown number of neural sources using probability hypothesis density particle filtering

Miao, L., Zhang, J. J., Chakrabarti, C., Papandreou-Suppappola, A. & Kovvali, N., Dec 26 2011, 2011 IEEE Workshop on Signal Processing Systems, SiPS 2011, Proceedings. p. 367-372 6 p. 6089004. (2011 IEEE Workshop on Signal Processing Systems, SiPS 2011, Proceedings).

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

7 Scopus citations
2012

Transpose-free SAR imaging on FPGA platform

Yu, C. L. & Chakrabarti, C., 2012, ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems. p. 762-765 4 p. 6272149

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

6 Scopus citations
2015

FPGA implementation of low-power 3D ultrasound beamformer

Sampson, R., Yang, M., Wei, S., Jintamethasawat, R., Fowlkes, B., Kripfgans, O., Chakrabarti, C. & Wenisch, T. F., Nov 13 2015, 2015 IEEE International Ultrasonics Symposium, IUS 2015. Institute of Electrical and Electronics Engineers Inc., 7329210. (2015 IEEE International Ultrasonics Symposium, IUS 2015).

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

7 Scopus citations
2012

A top-down design methodology using virtual platforms for concept development

Shah, M., Mears, B., Chakrabarti, C. & Spanias, A., Jul 16 2012, Proceedings of the 13th International Symposium on Quality Electronic Design, ISQED 2012. p. 444-450 7 p. 6187531. (Proceedings - International Symposium on Quality Electronic Design, ISQED).

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

5 Scopus citations
2013

A parallel stochastic computing system with improved accuracy

Miao, L. & Chakrabarti, C., Jan 1 2013, 2013 IEEE Workshop on Signal Processing Systems, SiPS 2013. Institute of Electrical and Electronics Engineers Inc., p. 195-200 6 p. 6674504. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

10 Scopus citations
2011

A distributed Canny edge detector and its implementation on FPGA

Xu, Q., Chakrabarti, C. & Karam, L., Apr 21 2011, 2011 Digital Signal Processing and Signal Processing Education Meeting, DSP/SPE 2011 - Proceedings. p. 500-505 6 p. 5739265. (2011 Digital Signal Processing and Signal Processing Education Meeting, DSP/SPE 2011 - Proceedings).

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

22 Scopus citations
2016

Hardware-efficient neighbor-guided SGM optical flow for low power vision applications

Xiang, J., Li, Z., Kim, H. S. & Chakrabarti, C., Dec 9 2016, Proceedings - IEEE International Workshop on Signal Processing Systems, SiPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 7780062. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

3 Scopus citations
2014

Low cost ECC schemes for improving the reliability of DRAM+PRAMMAIN memory systems

Mao, M., Yang, C., Xu, Z., Cao, Y. & Chakrabarti, C., Dec 15 2014, IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation. Institute of Electrical and Electronics Engineers Inc., 6986076. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

1 Scopus citations
2017

Low-power neuromorphic speech recognition engine with coarse-grain sparsity

Yin, S., Kadetotad, D., Yan, B., Song, C., Chen, Y., Chakrabarti, C. & 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. 111-114 4 p. 7858305. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

4 Scopus citations
2013

Sonic Millip3De: A massively parallel 3D-stacked accelerator for 3D ultrasound

Sampson, R., Yang, M., Wei, S., Chakrabarti, C. & Wenisch, T. F., Jul 23 2013, 19th IEEE International Symposium on High Performance Computer Architecture, HPCA 2013. p. 318-329 12 p. 6522329. (Proceedings - International Symposium on High-Performance Computer Architecture).

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

38 Scopus citations
2017

High volume rate 3D ultrasound imaging based on synthetic aperture sequential beamforming

Zhou, J., Wei, S., Sampson, R., Jintamethasawat, R., Kripfgans, O. D., Fowlkes, J. B., Wenisch, T. F. & Chakrabarti, C., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091580

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

2019
1 Scopus citations
2017

Fluid wireless protocols: Energy-eicient design and implementation

Bhat, G., Srinivas, S., Chagari, V., Park, J., McGien, T., LEE, H., Bliss, D., Chakrabarti, C. & Ogras, U., Oct 15 2017, Proceedings of the 15th IEEE/ACM Symposium on Embedded Systems for Real-Time Multimedia, ESTIMedia 2017. Association for Computing Machinery, Inc, p. 22-31 10 p.

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

2013

Efficient bayesian tracking of multiple sources of neural activity: Algorithms and real-time FPGA implementation

Miao, L., Zhang, J. J., Chakrabarti, C. & Papandreou-Suppappola, A., Feb 1 2013, In : IEEE Transactions on Signal Processing. 61, 3, p. 633-647 15 p., 6338353.

Research output: Contribution to journalArticle

24 Scopus citations

Hardware acceleration for neuromorphic vision algorithms

Al Maashri, A., Cotter, M., Chandramoorthy, N., DeBole, M., Yu, C. L., Narayanan, V. & Chakrabarti, C., Feb 1 2013, In : Journal of Signal Processing Systems. 70, 2, p. 163-175 13 p.

Research output: Contribution to journalArticle

4 Scopus citations
2014

High Frame Rate 3-D Ultrasound Imaging Using Separable Beamforming

Yang, M., Sampson, R., Wei, S., Wenisch, T. F. & Chakrabarti, C., 2014, In : Journal of Signal Processing Systems. 78, 1, p. 73-84 12 p.

Research output: Contribution to journalArticle

13 Scopus citations

Compact modeling of STT-MTJ devices

Xu, Z., Yang, C., Mao, M., Sutaria, K. B., Chakrabarti, C. & Cao, Y., 2014, In : Solid-State Electronics. 102, p. 76-81 6 p.

Research output: Contribution to journalArticle

14 Scopus citations
2017

Low-Cost 3-D Flow Estimation of Blood with Clutter

Wei, S., Yang, M., Zhou, J., Sampson, R., Kripfgans, O. D., Fowlkes, J. B., Wenisch, T. F. & Chakrabarti, C., May 1 2017, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 64, 5, p. 772-784 13 p., 7866872.

Research output: Contribution to journalArticle

2 Scopus citations
2012

A super-pipelined energy efficient subthreshold 240 MS/s FFT core in 65 nm CMOS

Jeon, D., Seok, M., Chakrabarti, C., Blaauw, D. & Sylvester, D., Jan 1 2012, In : IEEE Journal of Solid-State Circuits. 47, 1, p. 23-34 12 p., 6069820.

Research output: Contribution to journalArticle

49 Scopus citations
14 Scopus citations
2014

A low cost multi-tiered approach to improving the reliability of multi-level cell pram

Yang, C., Emre, Y., Xu, Z., Chen, H., Cao, Y. & Chakrabarti, C., Jan 1 2014, In : Journal of Signal Processing Systems. 76, 2, p. 133-147 15 p.

Research output: Contribution to journalArticle

5 Scopus citations
2019

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

10 Scopus citations
Open Access
1 Scopus citations
2018

Error analysis of speed of sound reconstruction in ultrasound limited angle transmission tomography

Jintamethasawat, R., Lee, W. M., Carson, P. L., Hooi, F. M., Fowlkes, J. B., Goodsitt, M. M., Sampson, R., Wenisch, T. F., Wei, S., Zhou, J., Chakrabarti, C. & Kripfgans, O. D., Aug 2018, In : Ultrasonics. 88, p. 174-184 11 p.

Research output: Contribution to journalArticle

2019

MAX2: ReRAM-Based Neural Network Accelerator That Maximizes Data Reuse and Area Utilization

Mao, M., Peng, X., Liu, R., Li, J., Yu, S. & Chakrabarti, C., Jun 2019, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9, 2, p. 398-410 13 p., 8680623.

Research output: Contribution to journalArticle

2 Scopus citations
2013

Separable beamforming for 3-D synthetic aperture ultrasound imaging

Yang, M., Sampson, R., Wenisch, T. F. & Chakrabarti, C., 2013, 2013 IEEE Workshop on Signal Processing Systems, SiPS 2013. Institute of Electrical and Electronics Engineers Inc., p. 207-212 6 p. 6674506. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

5 Scopus citations
2014

Improving the reliability of MLC NAND flash memories through adaptive data refresh and error control coding

Yang, C., Chen, H. M., Mudge, T. N. & Chakrabarti, C., Sep 2014, In : Journal of Signal Processing Systems. 76, 3, p. 225-234 10 p.

Research output: Contribution to journalArticle

7 Scopus citations

Using Graphics Processing Units in an LTE Base Station

Zheng, Q., Chen, Y., LEE, H., Dreslinski, R., Chakrabarti, C., Anastasopoulos, A., Mahlke, S. & Mudge, T., Jan 1 2014, In : Journal of Signal Processing Systems. 78, 1, p. 35-47 13 p.

Research output: Contribution to journalArticle

5 Scopus citations
2020

A 7.3 M Output Non-Zeros/J, 11.7 M Output Non-Zeros/GB Reconfigurable Sparse Matrix-Matrix Multiplication Accelerator

Park, D. H., Pal, S., Feng, S., Gao, P., Tan, J., Rovinski, A., Xie, S., Zhao, C., Amarnath, A., Wesley, T., Beaumont, J., Chen, K. Y., Chakrabarti, C., Taylor, M. B., Mudge, T., Blaauw, D., Kim, H. S. & Dreslinski, R. G., Apr 2020, In : IEEE Journal of Solid-State Circuits. 55, 4, p. 933-944 12 p., 8947989.

Research output: Contribution to journalArticle

2011

LA-LRU: A latency-aware replacement policy for variation tolerant caches

Jain, A., Shrivastava, A. & Chakrabarti, C., Mar 25 2011, Proceedings - 24th International Conference on VLSI Design, VLSI Design 2011, Held Jointly with 10th International Conference on Embedded Systems. p. 298-303 6 p. 5718818. (Proceedings of the IEEE International Conference on VLSI Design).

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

4 Scopus citations
2019

Delay Compression: Reducing Delay Calculation Requirements for 3D Plane-Wave Ultrasound

West, B. L., Zhou, J., Chakrabarti, C. & Wenisch, T. F., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 1278-1281 4 p. 8925725. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

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

2011

Pipeline strategy for improving optimal energy efficiency in ultra-low voltage design

Seok, M., Jeon, D., Chakrabarti, C., Blaauw, D. & Sylvester, D., Jan 1 2011, 2011 48th ACM/EDAC/IEEE Design Automation Conference, DAC 2011. Institute of Electrical and Electronics Engineers Inc., p. 990-995 6 p. 5982019. (Proceedings - Design Automation Conference).

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

24 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
2018

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

2 Scopus citations
2011

A 0.27V 30MHz 17.7nJ/transform 1024-pt complex FFT core with super-pipelining

Seok, M., Jeon, D., Chakrabarti, C., Blaauw, D. & Sylvester, D., May 12 2011, 2011 IEEE International Solid-State Circuits Conference - Digest of Technical Papers, ISSCC 2011. p. 342-343 2 p. 5746346. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference).

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

56 Scopus citations
2018

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

2 Scopus citations
2016

Efficient memory compression in deep neural networks using coarse-grain sparsification for speech applications

Kadetotad, D., Arunachalam, S., Chakrabarti, C. & Seo, J., Nov 7 2016, 2016 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2016. Institute of Electrical and Electronics Engineers Inc., 2967028. (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

17 Scopus citations
2015

Programming strategies to improve energy efficiency and reliability of ReRAM memory systems

Mao, M., Cao, Y., Yu, S. & Chakrabarti, C., Dec 2 2015, IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-December. 7344980

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

5 Scopus citations
2019

Improving Reliability of ReRAM-Based DNN Implementation through Novel Weight Distribution

Li, J., Mao, M. & Chakrabarti, C., Oct 2019, 2019 IEEE International Workshop on Signal Processing Systems, SiPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 189-194 6 p. 9020318. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; vol. 2019-October).

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

2017

High volume rate 3D ultrasound imaging based on Synthetic Aperture Sequential Beamforming

Zhou, J., Wei, S., Sampson, R., Jintamethasawat, R., Kripfgans, O. D., Fowlkes, J. B., Wenisch, T. F. & Chakrabarti, C., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8092452

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

2 Scopus citations
2012

EEG/MEG artifact suppression for improved neural activity estimation

Maurer, A., Miao, L., Zhang, J. J., Kovvali, N., Papandreou-Suppappola, A. & Chakrabarti, C., Dec 1 2012, Conference Record of the 46th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2012. p. 1646-1650 5 p. 6489311. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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

2 Scopus citations
2019

Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks

Srivastava, G., Kadetotad, D., Yin, S., Berisha, V., Chakrabarti, C. & Seo, J. S., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1393-1397 5 p. 8682791. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

1 Scopus citations