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2020 – today
- 2026
[j10]Pujun Zhou
, Y. C. Chen, R. C. Ma, Guanchao Qiao, Ning Ning, Qi Yu, Shaogang Hu:
An Energy-Efficient Neuromorphic Self-Attention Core Exploiting Dual Sparsity in Neurons and Spikes. IEEE Trans. Very Large Scale Integr. Syst. 34(1): 322-326 (2026)- 2025
- [j9]Pujun Zhou, R. C. Ma, Y. C. Chen, Z. T. Liu, C. Y. Liu, Liwei Meng, Guanchao Qiao, Yang Liu, Qi Yu, Shaogang Hu:
A Neuromorphic Transformer Architecture Enabling Hardware-Friendly Edge Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 72(6): 2676-2689 (2025) - [j8]Pujun Zhou, Changhui Xiao, Liwei Meng, Qi Yu, Ning Ning, Yang Liu, Shaogang Hu, Guanchao Qiao:
Timestep-Parallel 4D Neuromorphic Computing Array Enabling High Computing Power Density and High Energy Efficiency. IEEE Trans. Circuits Syst. II Express Briefs 72(10): 1448-1452 (2025) - [j7]Pujun Zhou, Guanchao Qiao, Qi Yu, M. Chen, Y. C. Wang, Y. C. Chen, J. J. Wang, Ning Ning, Y. Liu, Shaogang Hu:
A 0.96 pJ/SOP Heterogeneous Neuromorphic Chip Toward Energy-Efficient Edge Visual Applications. IEEE Trans. Circuits Syst. Video Technol. 35(12): 12890-12903 (2025) - 2024
- [j6]Pujun Zhou, Qi Yu, M. Chen, Guanchao Qiao, Yue Zuo, Zhong Zhang, Yang Liu, Shaogang Hu:
Fullerene-Inspired Efficient Neuromorphic Network-on-Chip Scheme. IEEE Trans. Circuits Syst. II Express Briefs 71(3): 1376-1380 (2024) - [j5]Guanchao Qiao, Ning Ning, Yue Zuo, Pujun Zhou, Mingliang Sun, Shaogang Hu, Qi Yu, Yang Liu:
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion. IEEE Trans. Emerg. Top. Comput. Intell. 8(3): 2446-2456 (2024) - [c1]Pujun Zhou, Qi Yu, M. Chen, Y. C. Wang, Liwei Meng, Yue Zuo, Ning Ning, Y. Liu, Shaogang Hu, Guanchao Qiao:
A 0.96pJ/SOP, 30.23K-neuron/mm2 Heterogeneous Neuromorphic Chip With Fullerene-like Interconnection Topology for Edge-AI Computing. ISCAS 2024: 1-5 - [i1]Pujun Zhou, Qi Yu, M. Chen, Y. C. Wang, Liwei Meng, Yue Zuo, Ning Ning, Y. Liu, Shaogang Hu, Guanchao Qiao:
A 0.96pJ/SOP, 30.23K-neuron/mm^2 Heterogeneous Neuromorphic Chip With Fullerene-like Interconnection Topology for Edge-AI Computing. CoRR abs/2406.01151 (2024) - 2023
- [j4]Liwei Meng, Guanchao Qiao, Xiaoyang Zhang, Jian Bai, Yue Zuo, Pujun Zhou, Yang Liu, Shaogang Hu:
An efficient pruning and fine-tuning method for deep spiking neural network. Appl. Intell. 53(23): 28910-28923 (2023) - [j3]Guanchao Qiao, Nanning Zheng, Yue Zuo, Pujun Zhou, M. L. Sun, Shaogang Hu, Qi Yu, Y. Liu:
Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron. Neurocomputing 544: 126234 (2023) - [j2]Pujun Zhou, Yue Zuo, Guanchao Qiao, C. M. Zhang, Zhong Zhang, Liwei Meng, Qi Yu, Yang Liu, Shaogang Hu:
Achieving High Core Neuron Density in a Neuromorphic Chip Through Trade-off Among Area, Power Consumption, and Data Access Bandwidth. IEEE Trans. Biomed. Circuits Syst. 17(6): 1319-1330 (2023) - 2022
- [j1]Shaogang Hu, Guanchao Qiao, X. K. Liu, Y. H. Liu, C. M. Zhang, Yue Zuo, Pujun Zhou, Yian Liu, Ning Ning, Qi Yu, Yang Liu:
A Co-Designed Neuromorphic Chip With Compact (17.9K F2) and Weak Neuron Number-Dependent Neuron/Synapse Modules. IEEE Trans. Biomed. Circuits Syst. 16(6): 1250-1260 (2022)
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