1.复杂开放环境中内在动机驱动行为决策的强化学习算法研究. 国家自然科学基金青年科学基金项目, 2022-2024, 项目经费: 30万元, 主持.
2.面向复杂场景行为决策的自主式发育网络模型研究. 中国博士后基金面上项目, 2021-2022, 项目经费: 8万元, 主持.
3.面向视觉感知行为决策的自主发育网络模型研究. 中央高校基本科研业务费专项资金资助, 2022-2025, 项目经费: 15万元, 主持.
Xiang Wu, Zejiazheng, Juyang Weng. Developmental network-2: the autonomous generation of optimal internal-representation hierarchy. IEEE Transactions on Neural Networks and Learning Systems, 2021, Early access. (SCI,IF=10.451)
Xiang Wu, Juyang Weng. Learning to recognize while learning and developing a speaking motor. Neural Networks. 2021, 143:28-41. (SCI, IF=8.05)
Xiang Wu, Juyang Weng. Neuron-wise inhibitions zones and auditory experiments, IEEE Transactions on Industrial Electronics, 2019, 66(12):9581-9590. (SCI, IF=8.236)
Zejia Zheng, Xiang Wu, Juyang Weng. Emergent neural turing machine and its visual navigation, Neural Networks 2019, 110: 116-130. (SCI, IF=8.05)
Xiang Wu, Yuming Bo, Juyang Weng. Information-dense actions as contexts, Neurocomputing, vol.311, 2018, 311: 164–175. (SCI, IF=5.719)
Xiang Wu, Zejia Zheng, Juyang Weng.On machine thinking, International Joint Conference on Neural Networks 2021 Shenzhen, China, pp: 1-8. (会议论文, EI收录)
Xiang Wu, Juyang Weng. Muscle vectors as temporally dense labels, International Joint Conference on Neural Networks 2020 Edinburgh, Scotland, pp: 1-8. (会议论文, EI收录)
Xiang Wu, Juyang Weng. The emergent-context emergent-input framework for temporal processing, International Joint Conference on Neural Networks 2019, Budapest, Hungary, pp: 1-8. (会议论文, EI收录)
Juyang Weng, Juan L. Castro-Garcia, Xiang Wu, Zejia Zheng. Task-Nonspecific and Modality-Nonspecific AI, Human IJCAI Brain and Artificial Intelligence Workshop 2019, Macao, China, pp: 133-150. (会议论文, EI收录)
学生论文
任济寰, 吴祥, 薄煜明, 吴盘龙, 何山. 基于增强上下文信息长短期记忆网络的弹道轨迹预测. 兵工学报, 2022, doi: 10.12382/bgxb.2021.0489.
Chen Chen, Xiang Wu, Yuming Bo, Yuwei Chen, Fuad E. Alsaadi. SARSA in extended Kalman Filter for complex urban environments positioning. International Journal of Systems Science. 2021, 52(14): 3044-3059.