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 | 33 | 2021 |
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 |
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 |
Performance analysis of convolutional neural network using multi-level memristor crossbar for edge computing T Cao, WL Goh, Y Gao 2020 3rd International Conference on Intelligent Autonomous Systems (ICoIAS …, 2020 | 9 | 2020 |
Parasitic-aware modelling for neural networks implemented with memristor crossbar array T Cao, C Liu, Y Gao, WL Goh 2021 IEEE 14th International Symposium on Embedded Multicore/Many-core …, 2021 | 6 | 2021 |
A Ternary Weight Mapping and Charge-mode Readout Scheme for Energy Efficient FeRAM Crossbar Compute-in-Memory System T Cao, Z Zhang, WL Goh, C Liu, Y Zhu, Y Gao 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | 5 | 2023 |
RRAM-PoolFormer: a resistive memristor-based PoolFormer modeling and training framework for edge-AI applications T Cao, W Yu, Y Gao, C Liu, S Yan, WL Goh 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 3 | 2023 |
ECG Classification using Binary CNN on RRAM Crossbar with Nonidealities-Aware Training, Readout Compensation and CWT Preprocessing T Cao, Z Zhang, WL Goh, C Liu, Y Zhu, Y Gao 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | 1 | 2023 |
Edge PoolFormer: Modeling and Training of PoolFormer Network on RRAM Crossbar for Edge-AI Applications T Cao, W Yu, Y Gao, C Liu, T Zhang, S Yan, WL Goh IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2024 | | 2024 |
Energy-efficient AI hardware design for edge intelligence T Cao Nanyang Technological University, 2024 | | 2024 |