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Tiancheng Cao
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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
362021
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 ¡K, 2022
142022
A non-idealities aware software¡Vhardware 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 ¡K, 2022
122022
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 ¡K, 2020
102020
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 ¡K, 2023
62023
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 ¡K, 2021
62021
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
52023
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
32023
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
12024
Real-Time Imaging Enhancement of Handheld Photoacoustic System With FeRAM Crossbar Array based Neuromorphic Design
Z Zhang, T Cao, S Liu, H Jin, W Wang, X Yin, C Liu, GW Ling, Y Gao, ...
IEEE Transactions on Biomedical Circuits and Systems, 2025
2025
DWT-PoolFormer: Discrete Wavelet Transform-based Quantized Parallel PoolFormer Network Implemented in FPGA for Wearable ECG Monitoring
T Cao, WS Ng, WL Goh, Y Gao
2024 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2024
2024
Energy-efficient AI hardware design for edge intelligence
T Cao
Nanyang Technological University, 2024
2024
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Articles 1–12