中国科学院计算技术研究所机构知识库

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	LLM-led vision-spectral fusion: A zero-shot approach to temporal fruit image classification 期刊论文 NEURAL NETWORKS, 2026, 卷号: 194, 页码: 10 作者:  Wu, Huyu;  Jia, Bowen;  Yuan, Xue-Ming 收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03 Temporally relevant images  Multimodal classification  Large language models  Zero-shot segmentation  Vision-spectral fusion
	Adaptive dendritic plasticity in brain-inspired dynamic neural networks for enhanced multi-timescale feature extraction 期刊论文 NEURAL NETWORKS, 2026, 卷号: 194, 页码: 15 作者:  Mao, Jiayi;  Zheng, Hanle;  Yin, Huifeng;  Fan, Hanxiao;  Mei, Lingrui;  Guo, Hao;  Li, Yao;  Wu, Jibin;  Pei, Jing;  Deng, Lei 收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03 Brain-inspired neural networks  Dendritic heterogeneity LIM neurons  Adaptive dendritic plasticity  Multi-timescale feature extraction
	Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文 NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12 作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)
	DMutDE: Dual-View Mutual Distillation Framework for Knowledge Graph Embeddings 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 页码: 14 作者:  Liu, Ruizhou;  Wu, Zhe;  Wu, Yiling;  Cao, Zongsheng;  Xu, Qianqian;  Huang, Qingming 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Training  Data models  Predictive models  Cognition  Knowledge graphs  Electronic mail  Translation  Semantics  Noise  Costs  Knowledge distillation (KD)  knowledge graph (KG)  knowledge graph embedding (KGE)
	SGKGE: Semantically Guided Knowledge Graph Embeddings via Complementary Latent Representations 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 页码: 14 作者:  Liu, Ruizhou;  Cao, Zongsheng;  Wu, Zhe;  Wu, Yiling;  Xu, Qianqian;  Huang, Qingming 收藏  |  浏览/下载：44/0  |  提交时间：2025/06/25 Semantics  Manifolds  Vectors  Training  Tensors  Knowledge graphs  Animals  Translation  Tail  Matrix decomposition  Hyperbolic manifold  knowledge graph embedding (KGE)
	Searching to extrapolate embedding for out-of-graph node representation learning 期刊论文 NEURAL NETWORKS, 2025, 卷号: 184, 页码: 15 作者:  Shen, Zhenqian;  Guo, Shuhan;  Wen, Yan;  Wei, Lanning;  Zhang, Wengang;  Luo, Yuanhai;  Wu, Chongwu;  Yao, Quanming 收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25 Graph neural network  Neural architecture search  Graph embedding  Out-of-sample learning
	OS-SSVEP: One-shot SSVEP classification 期刊论文 NEURAL NETWORKS, 2024, 卷号: 180, 页码: 12 作者:  Deng, Yang;  Ji, Zhiwei;  Wang, Yijun;  Zhou, S. Kevin 收藏  |  浏览/下载：38/0  |  提交时间：2024/12/06 Brain-computer interface (BCI)  Steady-state visual evoked potential (SSVEP)  One-shot classification  Transfer learning  Data augmentation
	A Survey on Causal Reinforcement Learning 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 21 作者:  Zeng, Yan;  Cai, Ruichu;  Sun, Fuchun;  Huang, Libo;  Hao, Zhifeng 收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25 Cause effect analysis  Surveys  Mathematical models  Drugs  Sun  Reviews  Reinforcement learning  Decision making  Data models  Computer science  Causal discovery  causal inference  causal reinforcement learning (CRL)  Markov decision process (MDP)  sequential decision-making
	Toward Generalized Multistage Clustering: Multiview Self-Distillation 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14 作者:  Wang, Jiatai;  Xu, Zhiwei;  Wang, Xin;  Li, Tao 收藏  |  浏览/下载：58/0  |  提交时间：2025/06/25 Semantics  Feature extraction  Contrastive learning  Mutual information  Clustering methods  Representation learning  Computational modeling  Training  Knowledge engineering  Predictive models  Hierarchical contrastive learning  multistage clustering  multiview self-distillation  mutual information between views
	Context-Aware ProposalBoundary Network With Structural Consistency for Audiovisual Event Localization 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 15872-15882 作者:  Wang, Hao;  Zha, Zheng-Jun;  Li, Liang;  Chen, Xuejin;  Luo, Jiebo 收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25 Proposals  Visualization  Location awareness  Encoding  Task analysis  Feature extraction  Aggregates  Audiovisual learning  context learning  event localization