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Recent Publications
Hydrogenated VO2 Bits for Probabilistic Computing
Deng, S., Park, T. J., Yu, H., Saha, A., Nafiul Islam, A. N. M., Wang, Q., Sengupta, A. & Ramanathan, S., 2023, (Accepted/In press) In: IEEE Electron Device Letters. p. 1 1 p.Research output: Contribution to journal › Article › peer-review
Selective area doping for Mott neuromorphic electronics
Deng, S., Yu, H., Park, T. J., Nafiul Islam, A. N. M., Manna, S., Pofelski, A., Wang, Q., Zhu, Y., Sankaranarayanan, S. K. R. S., Sengupta, A. & Ramanathan, S., Mar 2023, In: Science Advances. 9, 11, eade4838.Research output: Contribution to journal › Article › peer-review
Hybrid stochastic synapses enabled by scaled ferroelectric field-effect transistors
Islam, A. N. M. N., Saha, A., Jiang, Z., Ni, K. & Sengupta, A., Mar 20 2023, In: Applied Physics Letters. 122, 12, 123701.Research output: Contribution to journal › Article › peer-review
Complex Oxides for Brain-Inspired Computing: A Review
Park, T. J., Deng, S., Manna, S., Islam, A. N. M. N., Yu, H., Yuan, Y., Fong, D. D., Chubykin, A. A., Sengupta, A., Sankaranarayanan, S. K. R. S. & Ramanathan, S., Sep 14 2023, In: Advanced Materials. 35, 37, 2203352.Research output: Contribution to journal › Review article › peer-review
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware
Rathi, N., Chakraborty, I., Kosta, A., Sengupta, A., Ankit, A., Panda, P. & Roy, K., Mar 2 2023, In: ACM Computing Surveys. 55, 12, 3571155.Research output: Contribution to journal › Article › peer-review
Leveraging Probabilistic Switching in Superparamagnets for Temporal Information Encoding in Neuromorphic Systems
Yang, K., M, D. P. G. & Sengupta, A., 2023, (Accepted/In press) In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. p. 1 1 p.Research output: Contribution to journal › Article › peer-review
Leveraging Voltage-Controlled Magnetic Anisotropy to Solve Sneak Path Issues in Crossbar Arrays
Yang, K. & Sengupta, A., Apr 1 2023, In: IEEE Transactions on Electron Devices. 70, 4, p. 2021-2027 7 p.Research output: Contribution to journal › Article › peer-review
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
Cyber-Neuro RT: Real-time Neuromorphic Cybersecurity
Zahm, W., Stern, T., Bal, M., Sengupta, A., Jose, A., Chelian, S. & Vasan, S., 2022, In: Procedia Computer Science. 213, C, p. 536-545 10 p.Research output: Contribution to journal › Conference 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