Abhronil Sengupta

Profile Photo
Image
IEE Research Themes
Affiliate Researcher
Titles and Affiliations
Assistant Professor, Electrical Engineering

In the News

Research Keywords

 These keywords and phrases come from the publications and other research output of this person. See other researchers related to these topics by clicking on any keyword.

Recent Publications

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

Jain, S., Sengupta, A., Roy, K. & Raghunathan, A., Feb 2021, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 40, 2, p. 326-338 13 p., 9108292.

Research output: Contribution to journalArticlepeer-review

Power System Disturbance Classification with Online Event-Driven Neuromorphic Computing

Mahapatra, K., Lu, S., Sengupta, A. & Chaudhuri, N. R., May 2021, In: IEEE Transactions on Smart Grid. 12, 3, p. 2343-2354 12 p., 9290393.

Research output: Contribution to journalArticlepeer-review

On the Self-Repair Role of Astrocytes in STDP Enabled Unsupervised SNNs

Rastogi, M., Lu, S., Islam, N. & Sengupta, A., Jan 14 2021, In: Frontiers in Neuroscience. 14, 603796.

Research output: Contribution to journalArticlepeer-review

Spin and Charge Interconversion in Dirac-Semimetal Thin Films

Yanez, W., Ou, Y., Xiao, R., Koo, J., Held, J. T., Ghosh, S., Rable, J., Pillsbury, T., Delgado, E. G., Yang, K., Chamorro, J., Grutter, A. J., Quarterman, P., Richardella, A., Sengupta, A., McQueen, T., Borchers, J. A., Mkhoyan, K. A., Yan, B. & Samarth, N., Nov 2021, In: Physical Review Applied. 16, 5, 054031.

Research output: Contribution to journalArticlepeer-review

Revisiting Stochastic Computing in the Era of Nanoscale Nonvolatile Technologies

Agrawal, A., Chakraborty, I., Roy, D., Saxena, U., Sharmin, S., Koo, M., Shim, Y., Srinivasan, G., Liyanagedera, C., Sengupta, A. & Roy, K., Dec 2020, In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 28, 12, p. 2481-2494 14 p., 9096622.

Research output: Contribution to journalArticlepeer-review

TraNNsformer: Clustered Pruning on Crossbar-Based Architectures for Energy-Efficient Neural Networks

Ankit, A., Ibrayev, T., Sengupta, A. & Roy, K., Oct 2020, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 10, p. 2361-2374 14 p., 8865639.

Research output: Contribution to journalArticlepeer-review

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 journalArticlepeer-review

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 journalArticlepeer-review