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科研机构
数学与系统科学研究院 [7]
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期刊论文 [7]
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2022 [1]
2021 [2]
2020 [1]
2017 [1]
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2010 [1]
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专题:数学与系统科学研究院
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Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Lin, Xixun
;
Li, Zhao
;
Zhang, Peng
;
Liu, Luchen
;
Zhou, Chuan
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/07
Task analysis
Kernel
Training
Decoding
Stochastic processes
Predictive models
Computational modeling
Few-shot learning
graph classification
graph neural networks (GNNs)
neural process (NP)
Online Active Learning for Drifting Data Streams
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Sanmin
;
Xue, Shan
;
Wu, Jia
;
Zhou, Chuan
;
Yang, Jian
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/04/02
Labeling
Data models
Uncertainty
Biological system modeling
Computational modeling
Cognition
Adaptation models
Active learning
concept drift
data stream classification
online incremental learning
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
Functional connectivity decreases in autism in emotion, self, and face circuits identified by Knowledge-based Enrichment Analysis
期刊论文
NEUROIMAGE, 2017, 卷号: 148, 页码: 169-178
作者:
Cheng, Wei
;
Rolls, Edmund T.
;
Zhang, Jie
;
Sheng, Wenbo
;
Ma, Liang
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2018/07/30
Autism spectrum disorder
Neurosynth database
Orbitofrontal cortex
Precuneus
Resting state fMRI
A biologically inspired model mimicking the memory and two distinct pathways of face perception
期刊论文
NEUROCOMPUTING, 2016, 卷号: 205, 页码: 349-359
作者:
Xi, Xuanyang
;
Yin, Peijie
;
Qiao, Hong
;
Li, Yinlin
;
Feng, Wensen
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2018/07/30
Biologically inspired model (BIM)
Face perception
Memory
Component-based
Self-organizing map of complex networks for community detection
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 5, 页码: 931-941
作者:
Li, Zhenping
;
Wang, Ruisheng
;
Zhang, Xiang-Sun
;
Chen, Luonan
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2018/07/30
Community detection
complex network
neural networks
self-organizing map
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