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浏览/检索结果:
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出处:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
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Hierarchical Neighbors Embedding
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Liu, Shenglan
;
Yu, Yang
;
Liu, Kaiyuan
;
Wang, Feilong
;
Wen, Wujun
;
Qiao, Hong
收藏
  |  
浏览/下载:205/0
  |  
提交时间:2023/01/09
Data sparsity
hierarchical neighbors
manifold learning
topological and geometrical properties. the introduced to
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:
Wang, Peisong
;
He, Xiangyu
;
Cheng, Jian
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  |  
浏览/下载:267/0
  |  
提交时间:2022/07/25
Quantization (signal)
Deep learning
Convolution
Training
Biological neural networks
Optimization
Neurons
Acceleration
binarized neural networks (BNNs)
compression
fixed-point quantization
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1107-1118
作者:
Tao, Wei
;
Wu, Gao-Wei
;
Tao, Qing
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  |  
浏览/下载:211/0
  |  
提交时间:2022/06/10
Heavy-ball (HB) methods
individual convergence
machine learning
momentum methods
nonsmooth optimization
sparsity
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 600-614
作者:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
Wang, Haibao
;
He, Huiguang
Adobe PDF(8742Kb)
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浏览/下载:454/169
  |  
提交时间:2022/03/17
Decoding
Image reconstruction
Functional magnetic resonance imaging
Visualization
Task analysis
Brain
Correlation
Deep neural network (DNN)
functional magnetic resonance imaging (fMRI)
image reconstruction
multioutput regression
neural decoding
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
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  |  
浏览/下载:228/0
  |  
提交时间:2022/01/27
Hardware acceleration
image classification
neural networks
pruning
software-hardware codesign
ECBC: Efficient Convolution via Blocked Columnizing
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Zhao, Tianli
;
Hu, Qinghao
;
He, Xiangyu
;
Xu, Weixiang
;
Wang, Jiaxing
;
Leng, Cong
;
Cheng, Jian
Adobe PDF(3003Kb)
  |  
收藏
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浏览/下载:337/42
  |  
提交时间:2022/01/27
Convolution
Tensors
Layout
Memory management
Indexes
Transforms
Performance evaluation
Convolutional neural networks (CNNs)
direct convolution
high performance computing for mobile devices
im2col convolution
memory-efficient convolution (MEC)
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4499-4513
作者:
Ruan, Xiaofeng
;
Liu, Yufan
;
Yuan, Chunfeng
;
Li, Bing
;
Hu, Weiming
;
Li, Yangxi
;
Maybank, Stephen
Adobe PDF(3625Kb)
  |  
收藏
  |  
浏览/下载:356/48
  |  
提交时间:2021/06/17
Data-driven
low-rank decomposition
model compression and acceleration
structured pruning
Robust Kernelized Multiview Self-Representation for Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
作者:
Xie, Yuan
;
Liu, Jinyan
;
Qu, Yanyun
;
Tao, Dacheng
;
Zhang, Wensheng
;
Dai, Longquan
;
Ma, Lizhuang
收藏
  |  
浏览/下载:264/0
  |  
提交时间:2021/03/29
Tensile stress
Kernel
Manifolds
Optimization
Learning systems
Correlation
Data models
Kernelization
multiview subspace learning
nonlinear subspace clustering
tensor singular value decomposition (t-SVD)
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:
Chen, Zhiqiang
;
Xu, Ting-Bing
;
Du, Changde
;
Liu, Cheng-Lin
;
He, Huiguang
浏览
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Adobe PDF(4352Kb)
  |  
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  |  
浏览/下载:321/73
  |  
提交时间:2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
作者:
Tao, Wei
;
Pan, Zhisong
;
Wu, Gaowei
;
Tao, Qing
收藏
  |  
浏览/下载:257/0
  |  
提交时间:2020/08/03
Convergence
Extrapolation
Optimization
Acceleration
Machine learning
Task analysis
Machine learning algorithms
Individual convergence
machine learning
Nesterov's extrapolation
nonsmooth optimization
sparsity