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Recent Publications
Neuroevolution Guided Hybrid Spiking Neural Network Training
Lu, S. & Sengupta, A., Apr 25 2022, In: Frontiers in Neuroscience. 16, 838523.Research output: Contribution to journal › Article › peer-review
Switching Dynamics in Vanadium Dioxide-Based Stochastic Thermal Neurons
Yu, H., Islam, A. N. M. N., Mondal, S., Sengupta, A. & Ramanathan, S., Jun 1 2022, In: IEEE Transactions on Electron Devices. 69, 6, p. 3135-3141 7 p.Research output: Contribution to journal › Article › peer-review
Reconfigurable perovskite nickelate electronics for artificial intelligence
Zhang, H. T., Park, T. J., Islam, A. N. M. N., Tran, D. S. J., Manna, S., Wang, Q., Mondal, S., Yu, H., Banik, S., Cheng, S., Zhou, H., Gamage, S., Mahapatra, S., Zhu, Y., Abate, Y., Jiang, N., Sankaranarayanan, S. K. R. S., Sengupta, A., Teuscher, C. & Ramanathan, S., Feb 4 2022, In: Science. 375, 6580, A29.Research output: Contribution to journal › Article › peer-review
Synthesis and electrical behavior of VO2thin films grown on SrRuO3electrode layers
Zhang, C., Bisht, R. S., Nozariasbmarz, A., Saha, A., Han, C. S., Wang, Q., Yuan, Y., Sengupta, A., Priya, S. & Ramanathan, S., Jul 1 2022, In: Journal of Vacuum Science and Technology A: Vacuum, Surfaces and Films. 40, 4, 043405.Research output: Contribution to journal › Article › peer-review
Emulation of Astrocyte Induced Neural Phase Synchrony in Spin-Orbit Torque Oscillator Neurons
Garg, U., Yang, K. & Sengupta, A., Oct 12 2021, In: Frontiers in Neuroscience. 15, 699632.Research output: Contribution to journal › Article › peer-review
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
Intrinsic synaptic plasticity of ferroelectric field effect transistors for online learning
Saha, A., Islam, A. N. M. N., Zhao, Z., Deng, S., Ni, K. & Sengupta, A., Sep 27 2021, In: Applied Physics Letters. 119, 13, 133701.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
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 journal › Article › peer-review