Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing Z Wang, S Joshi, SE Savel’ev, H Jiang, R Midya, P Lin, M Hu, N Ge, ... Nature materials 16 (1), 101-108, 2017 | 2153 | 2017 |
Fully memristive neural networks for pattern classification with unsupervised learning Z Wang, S Joshi, S Savel’ev, W Song, R Midya, Y Li, M Rao, P Yan, ... Nature Electronics 1 (2), 137-145, 2018 | 1058 | 2018 |
Review of memristor devices in neuromorphic computing: materials sciences and device challenges Y Li, Z Wang, R Midya, Q Xia, JJ Yang Journal of Physics D: Applied Physics 51 (50), 503002, 2018 | 563 | 2018 |
A novel true random number generator based on a stochastic diffusive memristor H Jiang, D Belkin, SE Savel’ev, S Lin, Z Wang, Y Li, S Joshi, R Midya, C Li, ... Nature communications 8 (1), 882, 2017 | 477 | 2017 |
Anatomy of Ag/Hafnia‐Based Selectors with 1010 Nonlinearity R Midya, Z Wang, J Zhang, SE Savel'ev, C Li, M Rao, MH Jang, S Joshi, ... Advanced Materials 29 (12), 1604457, 2017 | 377 | 2017 |
An artificial spiking afferent nerve based on Mott memristors for neurorobotics X Zhang, Y Zhuo, Q Luo, Z Wu, R Midya, Z Wang, W Song, R Wang, ... Nature communications 11 (1), 51, 2020 | 359 | 2020 |
Threshold switching of Ag or Cu in dielectrics: materials, mechanism, and applications Z Wang, M Rao, R Midya, S Joshi, H Jiang, P Lin, W Song, S Asapu, ... Advanced Functional Materials 28 (6), 1704862, 2018 | 345 | 2018 |
Capacitive neural network with neuro-transistors Z Wang, M Rao, JW Han, J Zhang, P Lin, Y Li, C Li, W Song, S Asapu, ... Nature communications 9 (1), 3208, 2018 | 276 | 2018 |
Thousands of conductance levels in memristors integrated on CMOS M Rao, H Tang, J Wu, W Song, M Zhang, W Yin, Y Zhuo, F Kiani, B Chen, ... Nature 615 (7954), 823-829, 2023 | 258 | 2023 |
Reservoir computing using diffusive memristors R Midya, Z Wang, S Asapu, X Zhang, M Rao, W Song, Y Zhuo, ... Advanced Intelligent Systems 1 (7), 1900084, 2019 | 214 | 2019 |
Artificial neural network (ANN) to spiking neural network (SNN) converters based on diffusive memristors R Midya, Z Wang, S Asapu, S Joshi, Y Li, Y Zhuo, W Song, H Jiang, ... Advanced Electronic Materials 5 (9), 1900060, 2019 | 126 | 2019 |
A Memristor with Low Switching Current and Voltage for 1S1R Integration and Array Operation NK Upadhyay, W Sun, P Lin, S Joshi, R Midya, X Zhang, Z Wang, H Jiang, ... Advanced Electronic Materials 6 (5), 1901411, 2020 | 75 | 2020 |
A dynamical compact model of diffusive and drift memristors for neuromorphic computing Y Zhuo, R Midya, W Song, Z Wang, S Asapu, M Rao, P Lin, H Jiang, Q Xia, ... Advanced Electronic Materials 8 (8), 2100696, 2022 | 33 | 2022 |
Timing selector: Using transient switching dynamics to solve the sneak path issue of crossbar arrays M Rao, W Song, F Kiani, S Asapu, Y Zhuo, R Midya, N Upadhyay, Q Wu, ... Small Science 2 (1), 2100072, 2022 | 31 | 2022 |
Experimental Demonstration of Conversion-Based SNNs with 1T1R Mott Neurons for Neuromorphic Inference X Zhang, Z Wang, W Song, R Midya, Y Zhuo, R Wang, M Rao, ... 2019 IEEE International Electron Devices Meeting (IEDM), 6.7. 1-6.7. 4, 2019 | 31 | 2019 |
Large remnant polarization and great reliability characteristics in W/HZO/W ferroelectric capacitors S Asapu, JN Pagaduan, Y Zhuo, T Moon, R Midya, D Gao, J Lee, Q Wu, ... Frontiers in Materials 9, 2022 | 12 | 2022 |
Unconventional computing with diffusive memristors Z Wang, R Midya, S Joshi, H Jiang, C Li, P Lin, W Song, M Rao, Y Li, ... 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 11 | 2018 |
Learning with Resistive Switching Neural Networks M Rao, Z Wang, C Li, H Jiang, R Midya, P Lin, D Belkin, W Song, S Asapu, ... 2019 IEEE International Electron Devices Meeting (IEDM), 35.4. 1-35.4. 4, 2019 | 7 | 2019 |
RRAM/memristor for computing R Midya, Z Wang, M Rao, NK Upadhyay, JJ Yang Advances in Non-Volatile Memory and Storage Technology, 539-583, 2019 | 7 | 2019 |
Thousands of conductance levels in memristors monolithically integrated on CMOS J Yang, M Rao, H Tang, JB Wu, W Song, M Zhang, W Yin, Y Zhuo, F Kiani, ... | 6 | 2022 |