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Recent Publications
Astrocyte Regulated Neuromorphic Central Pattern Generator Control of Legged Robotic Locomotion
Han, Z. & Sengupta, A., 2025, (Accepted/In press) In: IEEE Transactions on Cognitive and Developmental Systems.Research output: Contribution to journal › Article › peer-review
Benchmarking Spiking Neural Network Learning Methods with Varying Locality
Lin, J., Lu, S., Bal, M. & Sengupta, A., 2025, In: IEEE Access. 13, p. 113606-113617 12 p.Research output: Contribution to journal › Article › peer-review
Delving Deeper into Astromorphic Transformers
Mia, Bal, M. & Sengupta, A., 2025, (Accepted/In press) In: IEEE Transactions on Cognitive and Developmental Systems.Research output: Contribution to journal › Article › peer-review
Editorial: Focus issue on quantum materials for neuromorphic computing
Sengupta, A. & Khan, A. I., Sep 1 2025, In: Neuromorphic Computing and Engineering. 5, 3, 030201.Research output: Contribution to journal › Editorial › peer-review
Synaptic Weight Cell Enabled by Ferroelectric FETs With Gate Side Charge Injection
Zheng, Q., Qin, Y., Lim, S., Kim, K., Kim, K., Kim, W., Ha, D., Sengupta, A., Yu, S., Narayanan, V. & Ni, K., 2025, In: IEEE Electron Device Letters. 46, 7, p. 1091-1094 4 p.Research output: Contribution to journal › Article › peer-review
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