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Publication date Communities Collections Article title Author(s) Journal/Conference
2 Jul 2024 SERC Institute of Materials Research and Engineering Bimodal alteration of cognitive accuracy for spintronic artificial neural networks (Pending publish) Anuj Kumar, Debasis Das, Dennis J. X. Lin, Lisen Huang, Sherry L. K. Yap, Hang Khume Tan, Royston J. J. Lim, Hui Ru Tan, Yeow Teck Toh, Sze Ter Lim, Xuanyao Fong, Pin Ho Nanoscale Horizons
28 Mar 2024 SERC Institute for Infocomm Research Training neural networks with classification rules for incorporating domain knowledge Wenyu Zhang, Fayao Liu, Cuong Manh Nguyen, Zhong Liang Ou Yang, Savitha Ramasamy, Chuan-Sheng Foo Knowledge-Based Systems
29 Dec 2023 SERC Institute of High Performance Computing  Quantifying the Magnetic Interactions Governing Chiral Spin Textures Using Deep Neural Networks (Pending publish) Jian Feng Kong, Yuhua Ren, M. S. Nicholas Tey, Pin Ho, Khoong Hong Khoo, Xiaoye Chen, Anjan Soumyanarayanan ACS Applied Materials & Interfaces
28 Nov 2023 SERC Institute for Infocomm Research Aircraft Landing Time Prediction with Deep Learning on Trajectory Images Liping Huang, Sheng Zhang, Yicheng Zhang, Yi Zhang, Yifang Yin Sesar Innovation Days
6 Sep 2023 SERC Institute for Infocomm Research Towards Communication-efficient Digital Twin via AI-powered Transmission and Reconstruction Mi Li, Cen Chen, Xulei Yang, Joey Tianyi Zhou, Tao Zhang, Yangfan Li IEEE Journal on Selected Areas in Communications
10 Oct 2022 SERC Institute for Infocomm Research Automated Deep Learning Platform for Accelerated Analog Circuit Design Rahul Dutta, Ashish James, Salahuddin Raju, Yong-Joon Jeon, Chuan Sheng Foo, Kevin Tshun Chuan Chai 2022 IEEE 35th International System-on-Chip Conference (SOCC)
30 May 2022 SERC Institute for Infocomm Research Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong IEEE Transactions on Dependable and Secure Computing
9 Dec 2021 SERC Institute for Infocomm Research Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao, Zeyu Ma, Yanjie Liu, Zeng Zeng, Pierce KH Chow 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
9 Dec 2021 SERC Institute for Infocomm Research Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
9 Dec 2021 SERC Institute for Infocomm Research Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)