Shiya Liu

Efficient neural networks for edge devices

Shiya Liu, Dong Sam Ha, Fangyang Shen et al. · Computers & Electrical Engineering · 2021 · 29 citations

Computing, Computer Science, Electrical Engineering +12

Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing

Kian Hamedani, Lingjia Liu, Shiya Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 15 citations · Full text

Engineering, Neuroscience, Computational Neuroscience +15

Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation

Shiya Liu, Lingjia Liu, Yang Yi · IEEE Transactions on Cognitive and Developmental Systems · 2022 · 11 citations · Full text

Engineering, Computer Engineering, Computer Science +14

DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip

Shiya Liu, Yibin Liang, Yang Yi · IEEE Transactions on Sustainable Computing · 2023 · 11 citations

Computing, Computer Science, Artificial Intelligence +15

Quantization-Aware Training of Spiking Neural Networks for Energy-Efficient Spectrum Sensing on Loihi Chip

Shiya Liu, Nima Mohammadi, Yang Yi · IEEE Transactions on Green Communications and Networking · 2023 · 11 citations

Computing, Computer Science, Computational Neuroscience +16