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Recent Publications
SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation
Bal, M. & Sengupta, A., Mar 25 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 10, p. 10998-11006 9 p.Research output: Contribution to journal › Conference article › peer-review
Hardware in Loop Learning with Spin Stochastic Neurons
Islam, A. N. M. N., Yang, K., Shukla, A. K., Khanal, P., Zhou, B., Wang, W. G. & Sengupta, A., Jul 2024, In: Advanced Intelligent Systems. 6, 7, 2300805.Research output: Contribution to journal › Article › peer-review
Deep unsupervised learning using spike-timing-dependent plasticity
Lu, S. & Sengupta, A., Jun 1 2024, In: Neuromorphic Computing and Engineering. 4, 2, 024004.Research output: Contribution to journal › Article › peer-review
Variation-Resilient FeFET-Based In-Memory Computing Leveraging Probabilistic Deep Learning
Manna, B., Saha, A., Jiang, Z., Ni, K. & Sengupta, A., May 1 2024, In: IEEE Transactions on Electron Devices. 71, 5, p. 2963-2969 7 p.Research output: Contribution to journal › Article › peer-review
Hydrogen-induced tunable remanent polarization in a perovskite nickelate
Yuan, Y., Kotiuga, M., Park, T. J., Patel, R. K., Ni, Y., Saha, A., Zhou, H., Sadowski, J. T., Al-Mahboob, A., Yu, H., Du, K., Zhu, M., Deng, S., Bisht, R. S., Lyu, X., Wu, C. T. M., Ye, P. D., Sengupta, A., Cheong, S. W. & Xu, X. & 2 others, , Dec 2024, In: Nature communications. 15, 1, 4717.Research output: Contribution to journal › Article › peer-review
Self-sensitizable neuromorphic device based on adaptive hydrogen gradient
Zhang, T., Hu, M., Ahmed Mia, M. Z., Zhang, H., Mao, W., Fukutani, K., Matsuzaki, H., Wen, L., Wang, C., Zhao, H., Chen, X., Yuan, Y., Meng, F., Yang, K., Zhang, L., Wang, J., Li, A., Zhao, W., Lei, S. & Chen, J. & 3 others, , May 1 2024, In: Matter. 7, 5, p. 1799-1816 18 p.Research output: Contribution to journal › Article › peer-review
Hydrogenated VO2 Bits for Probabilistic Computing
Deng, S., Park, T. J., Yu, H., Saha, A., Islam, A. N. M. N., Wang, Q., Sengupta, A. & Ramanathan, S., Oct 1 2023, In: IEEE Electron Device Letters. 44, 10, p. 1776-1779 4 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., Dec 31 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., Gm, D. P. & Sengupta, A., Oct 1 2023, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 42, 10, p. 3464-3468 5 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