A novel convolution computing paradigm based on NOR flash array with high computing speed and energy efficiency R Han, P Huang, Y Xiang, C Liu, Z Dong, Z Su, Y Liu, L Liu, X Liu, J Kang IEEE Transactions on Circuits and Systems I: Regular Papers 66 (5), 1692-1703, 2019 | 56 | 2019 |
Convolutional neural networks based on RRAM devices for image recognition and online learning tasks Z Dong, Z Zhou, Z Li, C Liu, P Huang, L Liu, X Liu, J Kang IEEE Transactions on Electron Devices 66 (1), 793-801, 2018 | 49 | 2018 |
Modeling and Optimization of Bilayered TaOx RRAM Based on Defect Evolution and Phase Transition Effects Y Zhao, P Huang, Z Chen, C Liu, H Li, B Chen, W Ma, F Zhang, B Gao, ... IEEE Transactions on Electron Devices 63 (4), 1524-1532, 2016 | 42 | 2016 |
Multiscale Modeling of Al0.7Sc0.3N-based FeRAM: the Steep Switching, Leakage and Selector-free Array C Liu, Q Wang, W Yang, T Cao, L Chen, M Li, F Liu, DK Loke, J Kang, ... 2021 IEEE International Electron Devices Meeting (IEDM), 8.1. 1-8.1. 4, 2021 | 32 | 2021 |
RTN based oxygen vacancy probing method for Ox-RRAM reliability characterization and its application in tail bits P Huang, DB Zhu, C Liu, Z Zhou, Z Dong, H Jiang, WS Shen, LF Liu, ... 2017 IEEE International Electron Devices Meeting (IEDM), 21.4. 1-21.4. 4, 2017 | 30 | 2017 |
Scandium-doped aluminum nitride for acoustic wave resonators, filters, and ferroelectric memory applications L Chen, C Liu, M Li, W Song, W Wang, Z Wang, N Wang, Y Zhu ACS Applied Electronic Materials 5 (2), 612-622, 2022 | 28 | 2022 |
Oxide-based RRAM: Requirements and challenges of modeling and simulation JF Kang, B Gao, P Huang, HT Li, YD Zhao, Z Chen, C Liu, LF Liu, XY Liu 2015 IEEE International Electron Devices Meeting (IEDM), 5.4. 1-5.4. 4, 2015 | 28 | 2015 |
Role of oxygen vacancies in electric field cycling behaviors of ferroelectric hafnium oxide C Liu, F Liu, Q Luo, P Huang, XX Xu, HB Lv, YD Zhao, XY Liu, JF Kang 2018 IEEE International Electron Devices Meeting (IEDM), 16.4. 1-16.4. 4, 2018 | 27 | 2018 |
Evaluation of the impact of abnormal grains on the performance of Sc0. 15Al0. 85N-based BAW resonators and filters C Liu, M Li, B Chen, Y Zhang, Y Zhu, N Wang Journal of Micromechanics and Microengineering 32 (3), 034002, 2022 | 22 | 2022 |
Analytic model for statistical state instability and retention behaviors of filamentary analog RRAM array and its applications in design of neural network P Huang, YC Xiang, YD Zhao, C Liu, B Gao, HQ Wu, H Qian, XY Liu, ... 2018 IEEE International Electron Devices Meeting (IEDM), 40.4. 1-40.4. 4, 2018 | 19 | 2018 |
The Characteristics of Binary Spike-Time-Dependent Plasticity in HfO2-Based RRAM and Applications for Pattern Recognition Z Zhou, C Liu, W Shen, Z Dong, Z Chen, P Huang, L Liu, X Liu, J Kang Nanoscale Research Letters 12, 1-5, 2017 | 19 | 2017 |
A physics-based compact model for CBRAM retention behaviors based on atom transport dynamics and percolation theory Y Zhao, P Huang, Z Zhou, C Liu, S Qin, L Liu, X Liu, HSP Wong, J Kang IEEE Electron Device Letters 40 (4), 647-650, 2019 | 18 | 2019 |
Storage reliability of multi-bit flash oriented to deep neural network YC Xiang, P Huang, HZ Yang, KL Wang, RZ Han, WS Shen, YL Feng, ... 2019 IEEE International Electron Devices Meeting (IEDM), 38.2. 1-38.2. 4, 2019 | 16 | 2019 |
RRAM based convolutional neural networks for high accuracy pattern recognition and online learning tasks Z Dong, Z Zhou, ZF Li, C Liu, YN Jiang, P Huang, LF Liu, XY Liu, JF Kang 2017 Silicon Nanoelectronics Workshop (SNW), 145-146, 2017 | 15 | 2017 |
Bipolar and unipolar cycling behavior in ferroelectric scandium-doped aluminum nitride L Chen, C Liu, M Li, W Song, W Wang, Z Chen, S Samanta, HK Lee, ... 2022 IEEE International Symposium on Applications of Ferroelectrics (ISAF), 1-3, 2022 | 11 | 2022 |
Parasitic-aware modeling and neural network training scheme for energy-efficient processing-in-memory with resistive crossbar array T Cao, C Liu, Y Gao, WL Goh IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (2 …, 2022 | 11 | 2022 |
Evaluation of the impact of abnormally orientated grains on the performance of ScAlN-based laterally coupled alternating thickness (LCAT) mode resonators and Lamb wave mode … C Liu, B Chen, M Li, Y Zhu, N Wang 2020 IEEE International Ultrasonics Symposium (IUS), 1-3, 2020 | 11 | 2020 |
3D monolithic integration of ScAlN-based GHz MEMS acoustic filters on 200mm RFSOI wafer Y Zhang, X Wang, C Liu, EYZ Woo, W Yang, Q Zhang, H Lin, D Yan, ... 2022 International Electron Devices Meeting (IEDM), 16.2. 1-16.2. 4, 2022 | 10 | 2022 |
A non-idealities aware software–hardware co-design framework for edge-AI deep neural network implemented on memristive crossbar T Cao, C Liu, W Wang, T Zhang, HK Lee, MH Li, W Song, ZX Chen, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (4 …, 2022 | 9 | 2022 |
Design and application of oxide-based resistive switching devices for novel computing architectures J Kang, P Huang, B Gao, H Li, Z Chen, Y Zhao, C Liu, L Liu, X Liu IEEE Journal of the Electron Devices Society 4 (5), 307-313, 2016 | 9 | 2016 |