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Assistant Professor, Electrical Engineering
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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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-review