Low power restricted Boltzmann machine using mixed-mode magneto-tunneling junctions S Nasrin, JL Drobitch, S Bandyopadhyay, AR Trivedi IEEE Electron Device Letters 40 (2), 345-348, 2019 | 55 | 2019 |
Reconfigurable MoS2 Memtransistors for Continuous Learning in Spiking Neural Networks J Yuan, SE Liu, A Shylendra, WA Gaviria Rojas, S Guo, H Bergeron, S Li, ... Nano letters 21 (15), 6432-6440, 2021 | 48 | 2021 |
Mf-net: Compute-in-memory sram for multibit precision inference using memory-immersed data conversion and multiplication-free operators S Nasrin, D Badawi, AE Cetin, W Gomes, AR Trivedi IEEE Transactions on Circuits and Systems I: Regular Papers 68 (5), 1966-1978, 2021 | 25 | 2021 |
Bayesian reasoning machine on a magneto-tunneling junction network S Nasrin, J Drobitch, P Shukla, T Tulabandhula, S Bandyopadhyay, ... Nanotechnology 31 (48), 484001, 2020 | 23 | 2020 |
Mc-cim: Compute-in-memory with monte-carlo dropouts for bayesian edge intelligence P Shukla, S Nasrin, N Darabi, W Gomes, AR Trivedi IEEE Transactions on Circuits and Systems I: Regular Papers 70 (2), 884-896, 2022 | 21 | 2022 |
Enos: Energy-aware network operator search in deep neural networks S Nasrin, A Shylendra, N Darabi, T Tulabandhula, W Gomes, ... IEEE Access 10, 81447-81457, 2022 | 12 | 2022 |
Low power speaker identification using look up-free Gaussian mixture model in CMOS A Gianelli, N Iliev, S Nasrin, M Graziano, AR Trivedi 2019 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), 1-3, 2019 | 10 | 2019 |
Supported-BinaryNet: Bitcell array-based weight supports for dynamic accuracy-energy trade-offs in SRAM-based binarized neural network S Nasrin, S Ramakrishna, T Tulabandhula, AR Trivedi 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 9 | 2020 |
Memory-immersed collaborative digitization for area-efficient compute-in-memory deep learning S Nasrin, MB Hashem, N Darabi, B Parpillon, F Fahim, W Gomes, ... 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | 8 | 2023 |
Compute-in-memory upside down: A learning operator co-design perspective for scalability S Nasrin, P Shukla, S Jaisimha, AR Trivedi 2021 design, automation & test in europe conference & exhibition (DATE), 890-895, 2021 | 8 | 2021 |
Higher order neural processing with input-adaptive dynamic weights on MoS2 memtransistor crossbars L Rahimifard, A Shylendra, S Nasrin, SE Liu, VK Sangwan, MC Hersam, ... Frontiers in Electronic Materials 2, 950487, 2022 | 5 | 2022 |
Preliminary report on anaerobic culture at Mymensingh Medical College Hospital in Bangladesh. S Ahmed, MA Hossain, AK Musa, AK Shamsuzzaman, MC Mahmud, ... Mymensingh Medical Journal: MMJ 19 (1), 10-15, 2010 | 5 | 2010 |
Mixed-mode magnetic tunnel junction-based deep belief network S Nasrin, JL Drobitch, S Bandyopadhyay, AR Trivedi 2019 IEEE 19th International Conference on Nanotechnology (IEEE-NANO), 443-448, 2019 | 4 | 2019 |
Supported-BinaryNet: Bitcell array-based weight supports for dynamic accuracy-latency trade-offs in SRAM-based binarized neural network S Nasrin, S Ramakrishna, T Tulabandhula, AR Trivedi arXiv preprint arXiv:1911.08518, 2019 | 3 | 2019 |
Enos: Energy-aware network operator search for hybrid digital and compute-in-memory dnn accelerators S Nasrin, A Shylendra, Y Kadakia, N Iliev, W Gomes, T Tulabandhula, ... arXiv preprint arXiv:2104.05217, 2021 | 2 | 2021 |
Optimization of Urea Super Granule Boost up for the Efficiency of N and Improved the Potato Quality, Growth and Yield MK Islam, MN Hossain, AK Paul, MJ Karim, S Nasrin, MAS Jiku Asian Journal of Soil Science and Plant Nutrition 10 (1), 328-335, 2024 | | 2024 |
Compute-in-memory sram using memory-immersed data conversion and multiplication-free operators AR Trivedi, S Nasrin, P Shukla, N Darabi, MB Hashem, AE Cetin US Patent App. 18/161,830, 2023 | | 2023 |
Emerging memories and their applications in neuromorphic computing Z Wang, S Nasrin, R Islam, A Haque, MAU Karim Nanoelectronics: Physics, Materials and Devices, 305-357, 2023 | | 2023 |
Efficient, Mixed Precision In-Memory Deep learning at the Edge S Nasrin University of Illinois at Chicago, 2022 | | 2022 |
Integrated memory system for high performance bayesian and classical inference of neural networks AR Trivedi, T Tulabandhula, P Shukla, A Shylendra, S Nasrin US Patent App. 17/292,067, 2021 | | 2021 |