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科研机构
自动化研究所 [35]
内容类型
期刊论文 [34]
会议论文 [1]
发表日期
2021 [35]
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共35条,第1-10条
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发表日期:2021
专题:自动化研究所
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Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:
Wang, Peisong
;
Li, Fanrong
;
Li, Gang
;
Cheng, Jian
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2022/01/27
Hardware acceleration
image classification
neural networks
pruning
software-hardware codesign
Classifying the tracing difficulty of 3D neuron image blocks based on deep learning
期刊论文
Brain Informatics, 2021, 卷号: 8, 期号: 1
作者:
Yang,Bin
;
Huang,Jiajin
;
Wu,Gaowei
;
Yang,Jian
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2021/12/28
Deep learning
Tracing difficulty classification
Residual neural network
Fully connected neural network
Long short-term memory network
Learning to Model Relationships for Zero-Shot Video Classification
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 10, 页码: 3476-3491
作者:
Gao, Junyu
;
Zhang, Tianzhu
;
Xu, Changsheng
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  |  
浏览/下载:55/0
  |  
提交时间:2021/11/04
Zero-shot video classification
graph neural networks
zero-shot learning
deep attention model
Brain imaging-based machine learning in autism spectrum disorder: methods and applications
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 14
作者:
Xu, Ming
;
Calhoun, Vince
;
Jiang, Rongtao
;
Yan, Weizheng
;
Sui, Jing
收藏
  |  
浏览/下载:115/0
  |  
提交时间:2021/11/02
Autism spectrum disorder (ASD)
Machine learning
Classification
Prediction
fMRI
sMRI
dMRI
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:28/0
  |  
提交时间:2022/01/27
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
Specific Borrmann classification in advanced gastric cancer by an ensemble multilayer perceptron network: a multicenter research
期刊论文
MEDICAL PHYSICS, 2021, 页码: 12
作者:
Wang, Siwen
;
Dong, Di
;
Zhang, Wenjuan
;
Hu, Hui
;
Li, Hailin
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/11/02
advanced gastric cancer
Borrmann classification
ensemble learning
multilayer perceptron networks
radiomics
Online Multiview Deep Forest for Remote Sensing Image Classification via Data Fusion
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 8, 页码: 1456-1460
作者:
Nie, Xiangli
;
Gao, Ruofei
;
Wang, Rui
;
Xiang, Deliang
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/02
Vegetation
Forestry
Random forests
Feature extraction
Remote sensing
Data models
Training data
Deep forest
online multiview learning
polarimetric synthetic aperture radar (PolSAR)
remote sensing data classification
Quantum Probability-inspired Graph Neural Network for Document Representation and Classification
期刊论文
Neurocomputing, 2021, 卷号: 445, 页码: 276-286
作者:
Yan, Peng
;
Li, Lingjing
;
Jin, Miaotianzi
;
Zeng, Daniel
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  |  
浏览/下载:3/0
  |  
提交时间:2022/06/16
Natural language processing
Document representation
Document classification
Graph neural network
Quantum probability
Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
收藏
  |  
浏览/下载:75/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification
Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 期号: 1, 页码: 7
作者:
Wang, Rui-Qi
;
Zhang, Xu-Yao
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2022/01/27
Task analysis
Testing
Training
Prototypes
Learning systems
Adaptation models
Pattern recognition
Domain-agnostic few-shot recognition
image classification
meta-learning
prototypical learning
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