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2020 – today
- 2024
[j10]Yue Zuo
, Ning Ning, Guanchao Qiao, J. H. Wu, Junhan Bao, X. Y. Zhang, J. Bai, F. H. Wu, Yang Liu, Qi Yu, Shaogang Hu:
Floating-Point Approximation Enabling Cost-Effective and High-Precision Digital Implementation of FitzHugh-Nagumo Neural Networks. IEEE Trans. Biomed. Circuits Syst. 18(2): 347-360 (2024)- [j9]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) - [j8]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) - [c2]Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng, Ning Ning, Yang Liu, Shaogang Hu:
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network. CVPR 2024: 5704-5713 - [i1]Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng, Ning Ning, Yang Liu, Shaogang Hu:
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network. CoRR abs/2403.03739 (2024) - 2023
- [j7]Liwei Meng, Guanchao Qiao, X. Y. Zhang, J. 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) - [j6]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) - [j5]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) - [c1]Shaogang Hu, Renwei Li, Qiang Hu, Guanchao Qiao:
ResNet-TCN: A Joint Model for ECG Heartbeat Classification with High Accuracy. ICOIN 2023: 467-471 - 2022
- [j4]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) - 2021
- [j3]Guanchao Qiao, Ning Ning, Yue Zuo, Shaogang Hu, Qi Yu, Y. Liu:
Direct training of hardware-friendly weight binarized spiking neural network with surrogate gradient learning towards spatio-temporal event-based dynamic data recognition. Neurocomputing 457: 203-213 (2021) - [j2]Shaogang Hu, Guanchao Qiao, Tupei Chen, Qi Yu, Y. Liu, L. M. Rong:
Quantized STDP-based online-learning spiking neural network. Neural Comput. Appl. 33(19): 12317-12332 (2021) - 2020
- [j1]Guanchao Qiao, Shaogang Hu, Tupei Chen, L. M. Rong, Ning Ning, Qi Yu, Y. Liu:
STBNN: Hardware-friendly spatio-temporal binary neural network with high pattern recognition accuracy. Neurocomputing 409: 351-360 (2020)
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