| Energy efficient ECG classification with spiking neural network Z Yan, J Zhou, WF Wong Biomedical Signal Processing and Control 63, 102170, 2021 | 116 | 2021 |
| Near lossless transfer learning for spiking neural networks Z Yan, J Zhou, WF Wong Proceedings of the AAAI conference on artificial intelligence 35 (12), 10577 …, 2021 | 76 | 2021 |
| EEG classification with spiking neural network: Smaller, better, more energy efficient Z Yan, J Zhou, WF Wong Smart Health 24, 100261, 2022 | 37 | 2022 |
| CQ + Training: Minimizing Accuracy Loss in Conversion from Convolutional Neural Networks to Spiking Neural Networks Z Yan, J Zhou, WF Wong IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (10.1109 …, 2023 | 8 | 2023 |
| Efficient Hyperdimensional Computing Z Yan, S Wang, K Tang, WF Wong Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 7 | 2023 |
| Low Latency Conversion of Artificial Neural Network Models to Rate-encoded Spiking Neural Networks Z Yan, K Tang, J Zhou, WF Wong IEEE Transactions on Neural Networks and Learning Systems, 10.1109/TNNLS …, 2025 | 3 | 2025 |
| Numerical solution-based algorithm assisted development of a continuous flow microwave reactor H Yang, Z Yan, H Zhu, B Yan, W Chen, D Fan Chemical Engineering Journal 487, 150511, 2024 | 2 | 2024 |
| SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification Z Yan, Z Bai, T Mitra, WF Wong arXiv preprint arXiv:2406.06543, 2024 | 1 | 2024 |
| Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-Terminal Coding Sequences Z Yan, W Chu, Y Sheng, K Tang, S Wang, Y Liu, WF Wong ACS Synthetic Biology, 2024 | 1 | 2024 |
| HyperSNN: A new efficient and robust deep learning model for resource constrained control applications Z Yan, S Wang, K Tang, WF Wong arXiv preprint arXiv:2308.08222, 2023 | 1 | 2023 |
| Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model K Tang, Z Yan, WF Wong arXiv preprint arXiv:2409.15298, 2024 | | 2024 |
| Reconsidering the energy efficiency of spiking neural networks Z Yan, Z Bai, WF Wong arXiv preprint arXiv:2409.08290, 2024 | | 2024 |
| OneSpike: Ultra-low latency spiking neural networks K Tang, Z Yan, WF Wong 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | | 2024 |
| Improve Long-term Memory Learning Through Rescaling the Error Temporally S Wang, Z Yan arXiv preprint arXiv:2307.11462, 2023 | | 2023 |
| Improving model robustness against noise with safe haven activations Z Yan, DY Polat, S Wang, K Tang, WF Wong | | |
Weng-Fai WongAssociate Professor of Computer Science, National University of SingaporeZweryfikowany adres z nus.edu.sg