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5 Jun 2024
SERC
Institute of Microelectronics
Supervised Contrastive Learning Framework and Hardware Implementation of Learned ResNet for Real-time Respiratory Sound Classification
Jinhai Hu,
Cong Sheng Leow,
Shuailin Tao,
Wang Ling Goh,
Yuan Gao
IEEE Transactions on Biomedical Circuits and Systems
18 Jan 2024
SERC
Institute of Microelectronics
Supervised Contrastive Pretrained ResNet with MixUp to Enhance Respiratory Sound Classification on Imbalanced and Limited Dataset
Jinhai Hu,
Cong Sheng Leow,
Shuailin Tao,
Wang Ling Goh,
Yuan Gao
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)
21 Jul 2023
SERC
Institute of Microelectronics
Sparsity Through Spiking Convolutional Neural Network for Audio Classification at the Edge
Cong Sheng Leow,
Wang Ling Goh,
Yuan Gao
2023 IEEE International Symposium on Circuits and Systems (ISCAS)
7 Jul 2023
SERC
Institute of Microelectronics
Energy Efficient Software-hardware Co-design of Quantized Recurrent Convolutional Neural Network for Continuous Cardiac Monitoring
Jinhai Hu,
Cong Sheng Leow,
Wang Ling Goh,
Yuan Gao
2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)
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