Abhronil Sengupta

    • 952 Citations
    • 17 h-Index
    20112020

    Research output per year

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    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

    2 Scopus citations

    Stochastic Inference and Learning Enabled by Magnetic Tunnel Junctions

    Sengupta, A., Srinivasan, G., Roy, D. & Roy, K., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 15.6.1-15.6.4 8614616. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

    3 Scopus citations
    2018

    Neuromorphic Computing Across the Stack: Devices, Circuits and Architectures

    Ankit, A., Sengupta, A. & Roy, K., Dec 31 2018, Proceedings of the IEEE Workshop on Signal Processing Systems, SiPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 8598419. (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
    2017

    Magnetic tunnel junction enabled all-spin stochastic spiking neural network

    Srinivasan, G., Sengupta, A. & Roy, K., May 11 2017, Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017. Institute of Electrical and Electronics Engineers Inc., p. 530-535 6 p. 7927045. (Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017).

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

    18 Scopus citations

    Performance analysis and benchmarking of all-spin spiking neural networks (Special session paper)

    Sengupta, A., Ankit, A. & Roy, K., Jun 30 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4557-4563 7 p. 7966434. (Proceedings of the International Joint Conference on Neural Networks; vol. 2017-May).

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

    8 Scopus citations

    RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks

    Ankit, A., Sengupta, A., Panda, P. & Roy, K., Jun 18 2017, Proceedings of the 54th Annual Design Automation Conference 2017, DAC 2017. Institute of Electrical and Electronics Engineers Inc., 27. (Proceedings - Design Automation Conference; vol. Part 128280).

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

    25 Scopus citations

    TraNNsformer: Neural network transformation for memristive crossbar based neuromorphic system design

    Ankit, A., Sengupta, A. & Roy, K., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 533-540 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).

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

    15 Scopus citations
    2016

    Conditional Deep Learning for energy-efficient and enhanced pattern recognition

    Panda, P., Sengupta, A. & Roy, K., 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. 475-480 6 p. 7459357. (Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016).

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

    28 Scopus citations

    Invited - Cross-layer approximations for neuromorphic computing: From devices to circuits and systems

    Panda, P., Sengupta, A., Sarwar, S. S., Srinivasan, G., Venkataramani, S., Raghunathan, A. & Roy, K., Jun 5 2016, Proceedings of the 53rd Annual Design Automation Conference, DAC 2016. Institute of Electrical and Electronics Engineers Inc., a98. (Proceedings - Design Automation Conference; vol. 05-09-June-2016).

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

    16 Scopus citations

    Low-power approximate convolution computing unit with domain-wall motion based "spin-memristor" for image processing applications

    Shim, Y., Sengupta, A. & Roy, K., Jun 5 2016, Proceedings of the 53rd Annual Design Automation Conference, DAC 2016. Institute of Electrical and Electronics Engineers Inc., a21. (Proceedings - Design Automation Conference; vol. 05-09-June-2016).

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

    Open Access
    10 Scopus citations

    Neuromorphic Computing Enabled by Spin-Transfer Torque Devices

    Sengupta, A., Panda, P., Raghunathan, A. & Roy, K., Mar 16 2016, Proceedings - 29th International Conference on VLSI Design, VLSID 2016 - Held concurrently with 15th International Conference on Embedded Systems. IEEE Computer Society, p. 32-37 6 p. 7434921. (Proceedings of the IEEE International Conference on VLSI Design; vol. 2016-March).

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

    2 Scopus citations

    On the energy benefits of spiking deep neural networks: A case study

    Han, B., Sengupta, A. & Roy, K., Oct 31 2016, 2016 International Joint Conference on Neural Networks, IJCNN 2016. Institute of Electrical and Electronics Engineers Inc., p. 971-976 6 p. 7727303. (Proceedings of the International Joint Conference on Neural Networks; vol. 2016-October).

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

    11 Scopus citations

    Prospects of efficient neural computing with arrays of magneto-metallic neurons and synapses

    Sengupta, A., Yogendra, K., Fan, D. & Roy, K., Mar 7 2016, 2016 21st Asia and South Pacific Design Automation Conference, ASP-DAC 2016. Institute of Electrical and Electronics Engineers Inc., p. 115-120 6 p. 7427998. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 25-28-January-2016).

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

    1 Scopus citations

    Spintronic devices for ultra-low power neuromorphic computation (Special session paper)

    Sengupta, A., Yogendra, K. & Roy, K., Jul 29 2016, ISCAS 2016 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., p. 922-925 4 p. 7527392. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2016-July).

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

    2 Scopus citations

    Toward a spintronic deep learning spiking neural processor

    Sengupta, A., Han, B. & Roy, K., Jan 1 2016, Proceedings - 2016 IEEE Biomedical Circuits and Systems Conference, BioCAS 2016. Institute of Electrical and Electronics Engineers Inc., p. 544-547 4 p. 7833852. (Proceedings - 2016 IEEE Biomedical Circuits and Systems Conference, BioCAS 2016).

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

    7 Scopus citations

    True random number generation using voltage controlled spin-dice

    Sengupta, A., Jaiswal, A. & Roy, K., Aug 22 2016, 74th Annual Device Research Conference, DRC 2016. Institute of Electrical and Electronics Engineers Inc., 7548436. (Device Research Conference - Conference Digest, DRC; vol. 2016-August).

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

    4 Scopus citations
    2015

    Spin-Transfer Torque Magnetic neuron for low power neuromorphic computing

    Sengupta, A. & Roy, K., Sep 28 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280306. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

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

    16 Scopus citations
    2013

    3-D model assisted facial error concealment technique using regenerative particle filter based tracking

    Chakraborti, T., Sengupta, A., Midya, A., Konar, A. & Sengupta, S., 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618324. (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013).

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

    1 Scopus citations
    2012

    A heuristic approach to 3D face modelling for efficient face recognition

    Chakraborti, T., Sengupta, A., Konar, A. & Ramadoss, J., Dec 1 2012, Proceedings of the 2012 12th International Conference on Hybrid Intelligent Systems, HIS 2012. p. 312-317 6 p. 6421353. (Proceedings of the 2012 12th International Conference on Hybrid Intelligent Systems, HIS 2012).

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

    An Adaptive memetic algorithm using a synergy of differential evolution and learning automata

    Sengupta, A., Chakraborti, T., Konar, A., Kim, E. & Nagar, A. K., Oct 4 2012, 2012 IEEE Congress on Evolutionary Computation, CEC 2012. 6256574. (2012 IEEE Congress on Evolutionary Computation, CEC 2012).

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

    5 Scopus citations
    2011

    Energy efficient trajectory planning by a robot arm using invasive weed optimization technique

    Sengupta, A., Chakraborti, T., Konar, A. & Nagar, A., Dec 23 2011, Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011. p. 311-316 6 p. 6089465. (Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011).

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

    14 Scopus citations

    Fast handoff implementation using distance measurements between mobile station and APs

    Sarddar, D., Banerjee, J., Chakraborti, T., Sengupta, A., Naskar, M. K., Jana, T. & Biswas, U., Jun 27 2011, TechSym 2011 - Proceedings of the 2011 IEEE Students' Technology Symposium. p. 81-86 6 p. 5783806. (TechSym 2011 - Proceedings of the 2011 IEEE Students' Technology Symposium).

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

    7 Scopus citations

    Implementation of EEG based control of remote robotic systems

    Chakraborti, T., Sengupta, A., Banerjee, D., Konar, A., Bhattacharyya, S., Khasnobish, A. & Janarthanan, R., Dec 1 2011, 2011 International Conference on Recent Trends in Information Systems, ReTIS 2011 - Proceedings. p. 203-208 6 p. 6146868. (2011 International Conference on Recent Trends in Information Systems, ReTIS 2011 - Proceedings).

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

    9 Scopus citations