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Zhanglu Yan
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2020 – today
- 2024
- [c3]Kaiwen Tang, Zhanglu Yan, Weng-Fai Wong:
OneSpike: Ultra-low latency spiking neural networks. IJCNN 2024: 1-8 - [i8]Zhanglu Yan, Weiran Chu, Yuhua Sheng, Kaiwen Tang, Shida Wang, Yanfeng Liu, Weng-Fai Wong:
Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-terminal Coding Sequences. CoRR abs/2402.13297 (2024) - [i7]Zhanglu Yan, Zhenyu Bai, Tulika Mitra, Weng-Fai Wong:
SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification. CoRR abs/2406.06543 (2024) - [i6]Zhanglu Yan, Zhenyu Bai, Weng-Fai Wong:
Reconsidering the energy efficiency of spiking neural networks. CoRR abs/2409.08290 (2024) - [i5]Kaiwen Tang, Zhanglu Yan, Weng-Fai Wong:
Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model. CoRR abs/2409.15298 (2024) - 2023
- [j2]Zhanglu Yan
, Jun Zhou
CQ$^{+}$+ Training: Minimizing Accuracy Loss in Conversion From Convolutional Neural Networks to Spiking Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 11600-11611 (2023) - [c2]Zhanglu Yan, Shida Wang, Kaiwen Tang, Weng-Fai Wong:
Efficient Hyperdimensional Computing. ECML/PKDD (2) 2023: 141-155 - [i4]Zhanglu Yan, Shida Wang, Kaiwen Tang, Weng-Fai Wong
Efficient Hyperdimensional Computing. CoRR abs/2301.10902 (2023) - [i3]Shida Wang, Zhanglu Yan:
Improve Long-term Memory Learning Through Rescaling the Error Temporally. CoRR abs/2307.11462 (2023) - [i2]Zhanglu Yan, Shida Wang, Kaiwen Tang, Weng-Fai Wong:
HyperSNN: A new efficient and robust deep learning model for resource constrained control applications. CoRR abs/2308.08222 (2023) - 2022
- [i1]Zhanglu Yan, Jun Zhou, Weng-Fai Wong
Low Latency Conversion of Artificial Neural Network Models to Rate-encoded Spiking Neural Networks. CoRR abs/2211.08410 (2022) - 2021
- [j1]Zhanglu Yan, Jun Zhou, Weng-Fai Wong
Energy efficient ECG classification with spiking neural network. Biomed. Signal Process. Control. 63: 102170 (2021) - [c1]Zhanglu Yan, Jun Zhou, Weng-Fai Wong:
Near Lossless Transfer Learning for Spiking Neural Networks. AAAI 2021: 10577-10584
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