Abhronil Sengupta

    • 952 Citations
    • 17 h-Index
    20112020

    Research output per year

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    2020

    All-Spin Bayesian Neural Networks

    Yang, K., Malhotra, A., Lu, S. & Sengupta, A., Mar 2020, In : IEEE Transactions on Electron Devices. 67, 3, p. 1340-1347 8 p., 8994189.

    Research output: Contribution to journalArticle

    1 Scopus citations

    Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design

    Malhotra, A., Lu, S., Yang, K. & Sengupta, A., 2020, In : IEEE Transactions on Nanotechnology. 19, p. 328-331 4 p., 9050663.

    Research output: Contribution to journalArticle

    Exploring the Connection Between Binary and Spiking Neural Networks

    Lu, S. & Sengupta, A., Jun 24 2020, In : Frontiers in Neuroscience. 14, 535.

    Research output: Contribution to journalArticle

    Open Access

    RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars

    Jain, S., Sengupta, A., Roy, K. & Raghunathan, A., 2020, (Accepted/In press) In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

    Research output: Contribution to journalArticle

    Stochastic magnetoelectric neuron for temporal information encoding

    Yang, K. & Sengupta, A., Jan 27 2020, In : Applied Physics Letters. 116, 4, 043701.

    Research output: Contribution to journalArticle

    Open Access
    2019
    2018

    An All-Memristor Deep Spiking Neural Computing System: A Step Toward Realizing the Low-Power Stochastic Brain

    Wijesinghe, P., Ankit, A., Sengupta, A. & Roy, K., Oct 2018, In : IEEE Transactions on Emerging Topics in Computational Intelligence. 2, 5, p. 345-358 14 p., 8471280.

    Research output: Contribution to journalArticle

    15 Scopus citations

    Biased Random Walk Using Stochastic Switching of Nanomagnets: Application to SAT Solver

    Shim, Y., Sengupta, A. & Roy, K., Apr 2018, In : IEEE Transactions on Electron Devices. 65, 4, p. 1617-1624 8 p.

    Research output: Contribution to journalArticle

    Cross-Layer Design Exploration for Energy-Quality Tradeoffs in Spiking and Non-Spiking Deep Artificial Neural Networks

    Han, B., Ankit, A., Sengupta, A. & Roy, K., Oct 1 2018, In : IEEE Transactions on Multi-Scale Computing Systems. 4, 4, p. 613-623 11 p., 8006240.

    Research output: Contribution to journalArticle

    3 Scopus citations

    Magnetic Skyrmion as a Spintronic Deep Learning Spiking Neuron Processor

    Chen, M. C., Sengupta, A. & Roy, K., Aug 2018, In : IEEE Transactions on Magnetics. 54, 8, 1500207.

    Research output: Contribution to journalArticle

    7 Scopus citations

    Perspective: Stochastic magnetic devices for cognitive computing

    Roy, K., Sengupta, A. & Shim, Y., Jun 7 2018, In : Journal of Applied Physics. 123, 21, 210901.

    Research output: Contribution to journalArticle

    Open Access
    10 Scopus citations

    Toward Fast Neural Computing using All-Photonic Phase Change Spiking Neurons

    Chakraborty, I., Saha, G., Sengupta, A. & Roy, K., Dec 1 2018, In : Scientific reports. 8, 1, 12980.

    Research output: Contribution to journalArticle

    Open Access
    22 Scopus citations
    2017

    Energy-efficient and improved image recognition with conditional deep learning

    Panda, P., Sengupta, A. & Roy, K., Feb 2017, In : ACM Journal on Emerging Technologies in Computing Systems. 13, 3, 33.

    Research output: Contribution to journalArticle

    7 Scopus citations

    Energy-Efficient Object Detection Using Semantic Decomposition

    Panda, P., Venkataramani, S., Sengupta, A., Raghunathan, A. & Roy, K., Sep 2017, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 25, 9, p. 2673-2677 5 p., 7954989.

    Research output: Contribution to journalArticle

    Open Access
    1 Scopus citations

    Magnetic Tunnel Junction as an On-Chip Temperature Sensor

    Sengupta, A., Liyanagedera, C. M., Jung, B. & Roy, K., Dec 1 2017, In : Scientific reports. 7, 1, 11764.

    Research output: Contribution to journalArticle

    Open Access
    9 Scopus citations

    Stochastic Spiking Neural Networks Enabled by Magnetic Tunnel Junctions: From Nontelegraphic to Telegraphic Switching Regimes

    Liyanagedera, C. M., Sengupta, A., Jaiswal, A. & Roy, K., Dec 15 2017, In : Physical Review Applied. 8, 6, 064017.

    Research output: Contribution to journalArticle

    Open Access
    26 Scopus citations

    Stochastic Spin-Orbit Torque Devices as Elements for Bayesian Inference

    Shim, Y., Chen, S., Sengupta, A. & Roy, K., Dec 1 2017, In : Scientific reports. 7, 1, 14101.

    Research output: Contribution to journalArticle

    Open Access
    10 Scopus citations
    2016

    A Vision for All-Spin Neural Networks: A Device to System Perspective

    Sengupta, A. & Roy, K., Dec 2016, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 63, 12, p. 2267-2277 11 p., 7755884.

    Research output: Contribution to journalArticle

    Open Access
    26 Scopus citations

    Hierarchical Temporal Memory Based on Spin-Neurons and Resistive Memory for Energy-Efficient Brain-Inspired Computing

    Fan, D., Sharad, M., Sengupta, A. & Roy, K., Sep 2016, In : IEEE Transactions on Neural Networks and Learning Systems. 27, 9, p. 1907-1919 13 p., 5962385.

    Research output: Contribution to journalArticle

    Open Access
    25 Scopus citations

    Hybrid Spintronic-CMOS Spiking Neural Network with On-Chip Learning: Devices, Circuits, and Systems

    Sengupta, A., Banerjee, A. & Roy, K., Dec 8 2016, In : Physical Review Applied. 6, 6, 064003.

    Research output: Contribution to journalArticle

    Open Access
    37 Scopus citations

    Magnetic Tunnel Junction Based Long-Term Short-Term Stochastic Synapse for a Spiking Neural Network with On-Chip STDP Learning

    Srinivasan, G., Sengupta, A. & Roy, K., Jul 13 2016, In : Scientific reports. 6, 29545.

    Research output: Contribution to journalArticle

    Open Access
    67 Scopus citations

    Magnetic tunnel junction mimics stochastic cortical spiking neurons

    Sengupta, A., Panda, P., Wijesinghe, P., Kim, Y. & Roy, K., Jul 21 2016, In : Scientific reports. 6, 30039.

    Research output: Contribution to journalArticle

    Open Access
    51 Scopus citations

    Probabilistic Deep Spiking Neural Systems Enabled by Magnetic Tunnel Junction

    Sengupta, A., Parsa, M., Han, B. & Roy, K., Jul 2016, In : IEEE Transactions on Electron Devices. 63, 7, p. 2963-2970 8 p., 7478636.

    Research output: Contribution to journalArticle

    Open Access
    51 Scopus citations
    Open Access
    63 Scopus citations

    Short-Term Plasticity and Long-Term Potentiation in Magnetic Tunnel Junctions: Towards Volatile Synapses

    Sengupta, A. & Roy, K., Feb 26 2016, In : Physical Review Applied. 5, 2, 024012.

    Research output: Contribution to journalArticle

    Open Access
    20 Scopus citations

    Spin-torque sensors for energy efficient high-speed long interconnects

    Al Azim, Z., Sengupta, A., Sarwar, S. S. & Roy, K., Feb 1 2016, In : IEEE Transactions on Electron Devices. 63, 2, p. 800-808 9 p., 7368155.

    Research output: Contribution to journalArticle

    7 Scopus citations

    Spin-Transfer Torque Devices for Logic and Memory: Prospects and Perspectives

    Fong, X., Kim, Y., Yogendra, K., Fan, D., Sengupta, A., Raghunathan, A. & Roy, K., Jan 1 2016, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 35, 1, p. 1-22 22 p., 7295574.

    Research output: Contribution to journalArticle

    86 Scopus citations
    2015

    Spin-orbit torque induced spike-timing dependent plasticity

    Sengupta, A., Al Azim, Z., Fong, X. & Roy, K., Mar 2 2015, In : Applied Physics Letters. 106, 9, 093704.

    Research output: Contribution to journalArticle

    52 Scopus citations
    2014

    Automatic feature selection of motor imagery EEG signals using differential evolution and learning automata

    Bhattacharyya, S., Sengupta, A., Chakraborti, T., Konar, A. & Tibarewala, D. N., Feb 1 2014, In : Medical and Biological Engineering and Computing. 52, 2, p. 131-139 9 p.

    Research output: Contribution to journalArticle

    30 Scopus citations
    2012

    A multi-objective memetic optimization ap-proach to the circular antenna array de-sign problem

    Sengupta, A., Chakraborti, T., Konar, A. & Nagar, A. K., Jan 1 2012, In : Progress In Electromagnetics Research B. 42, p. 363-380 18 p.

    Research output: Contribution to journalArticle

    Open Access
    6 Scopus citations