Zhanglu Yan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Energy Efficient

Biologically Inspired

Spiking Neural Networks

Top Venues

Biomed. Signal Process. Control.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

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 (2024)
Zhanglu Yan, Zhenyu Bai, Tulika Mitra, Weng-Fai Wong
SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification. CoRR (2024)
Zhanglu Yan, Jun Zhou, Weng-Fai Wong
CQ$^{+}$+ Training: Minimizing Accuracy Loss in Conversion From Convolutional Neural Networks to Spiking Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Zhanglu Yan, Shida Wang, Kaiwen Tang, Weng-Fai Wong
Efficient Hyperdimensional Computing. CoRR (2023)
Shida Wang, Zhanglu Yan
Improve Long-term Memory Learning Through Rescaling the Error Temporally. CoRR (2023)
Zhanglu Yan, Shida Wang, Kaiwen Tang, Weng-Fai Wong
HyperSNN: A new efficient and robust deep learning model for resource constrained control applications. CoRR (2023)
Zhanglu Yan, Shida Wang, Kaiwen Tang, Weng-Fai Wong
Efficient Hyperdimensional Computing. ECML/PKDD (2) (2023)
Zhanglu Yan, Jun Zhou, Weng-Fai Wong
Low Latency Conversion of Artificial Neural Network Models to Rate-encoded Spiking Neural Networks. CoRR (2022)
Zhanglu Yan, Jun Zhou, Weng-Fai Wong
Near Lossless Transfer Learning for Spiking Neural Networks. AAAI (2021)
Zhanglu Yan, Jun Zhou, Weng-Fai Wong
Energy efficient ECG classification with spiking neural network. Biomed. Signal Process. Control. 63 (2021)