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Publication date Communities Collections Article title Author(s) Journal/Conference
15 Oct 2024 SERC Institute of Microelectronics Edge PoolFormer: Modeling and Training of PoolFormer Network on RRAM Crossbar for Edge-AI Applications Tiancheng Cao, Weihao Yu, Yuan Gao, Chen Liu, Tantan Zhang, Shuicheng Yan, Wang Ling Goh IEEE Transactions on Very Large Scale Integration (VLSI) Systems
18 Jan 2024 SERC Institute of Microelectronics ECG Classification using Binary CNN on RRAM Crossbar with Nonidealities-Aware Training, Readout Compensation and CWT Preprocessing Tiancheng Cao, Zhongyi Zhang, Wang Ling Goh, Chen Liu, Yao Zhu, Yuan Gao 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)
21 Jul 2023 SERC Institute of Microelectronics RRAM-PoolFormer: A Resistive Memristor-based PoolFormer Modeling and Training Framework for Edge-AI Applications Tiancheng Cao, Weihao Yu, Yuan Gao, Chen Liu, Shuicheng Yan, Wang Ling Goh 2023 IEEE International Symposium on Circuits and Systems (ISCAS)
7 Jul 2023 SERC Institute of Microelectronics A Ternary Weight Mapping and Charge-mode Readout Scheme for Energy Efficient FeRAM Crossbar Compute-in-Memory System Tiancheng Cao, Zhongyi Zhang, Wang Ling Goh, Chen Liu, Yao Zhu, Yuan Gao 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)
4 Feb 2022 SERC Institute of Microelectronics Parasitic-Aware Modelling for Neural Networks Implemented with Memristor Crossbar Array Tiancheng Cao, Chen Liu, Yuan Gao, Wang Ling Goh 2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)