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Mengwen Yuan
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2020 – today
- 2024
- [j4]Chaofei Hong
, Mengwen Yuan
SPAIC: A Spike-Based Artificial Intelligence Computing Framework. IEEE Comput. Intell. Mag. 19(1): 51-65 (2024) - [j3]Mengwen Yuan
Trainable Spiking-YOLO for low-latency and high-performance object detection. Neural Networks 172: 106092 (2024) - [j2]Shibo Zhou
Enhancing SNN-based spatio-temporal learning: A benchmark dataset and Cross-Modality Attention model. Neural Networks 180: 106677 (2024) - [c4]Chengjun Zhang, Ka-Wa Yip
CASRL: Collision Avoidance with Spiking Reinforcement Learning Among Dynamic, Decision-Making Agents. IROS 2024: 8031-8038 - [i2]Shibo Zhou, Bo Yang, Mengwen Yuan, Runhao Jiang, Rui Yan, Gang Pan, Huajin Tang:
Enhancing SNN-based Spatio-Temporal Learning: A Benchmark Dataset and Cross-Modality Attention Model. CoRR abs/2410.15689 (2024) - 2023
- [c3]Bo Yang, Mengwen Yuan, Chengjun Zhang, Chaofei Hong, Gang Pan, Huajin Tang:
Spiking Reinforcement Learning with Memory Ability for Mapless Navigation. IROS 2023: 1-8 - 2022
- [i1]Chaofei Hong, Mengwen Yuan, Mengxiao Zhang, Xiao Wang, Chengjun Zhang, Jiaxin Wang, Gang Pan, Zhaohui Wu, Huajin Tang:
SPAIC: A Spike-based Artificial Intelligence Computing Framework. CoRR abs/2207.12750 (2022)
2010 – 2019
- 2019
- [j1]Mengwen Yuan, Xi Wu, Rui Yan, Huajin Tang:
Reinforcement Learning in Spiking Neural Networks with Stochastic and Deterministic Synapses. Neural Comput. 31(12): 2368-2389 (2019) - [c2]Yan Dai, Mengwen Yuan, Huajin Tang, Rui Yan:
A temporal encoding method based on expansion representation. IJCNN 2019: 1-8 - [c1]Zeyang Song, Xi Wu, Mengwen Yuan, Huajin Tang:
An Unsupervised Spiking Deep Neural Network for Object Recognition. ISNN (2) 2019: 361-370
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