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科研机构
自动化研究所 [17]
内容类型
期刊论文 [14]
会议论文 [3]
发表日期
2022 [17]
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共17条,第1-10条
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发表日期:2022
专题:自动化研究所
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QSFM: Model Pruning Based on Quantified Similarity Between Feature Maps for AI on Edge
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 23, 页码: 24506-24515
作者:
Wang, Zidu
;
Liu, Xuexin
;
Huang, Long
;
Chen, Yunqing
;
Zhang, Yufei
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/02/22
Tensors
Internet of Things
Convolution
Three-dimensional displays
Quantization (signal)
Hardware
Training
Edge computing
filter pruning
Internet of Things (IoT)
model compression
neural networks
Exploring the brain-like properties of deep neural networks: a neural encoding perspective
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:
Qiongyi Zhou
;
Changde Du
;
Huiguang He
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/01/17
CellNet: A Lightweight Model towards Accurate LOC-Based High-Speed Cell Detection
期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 9, 页码: 20
作者:
Long, Xianlei
;
Ishii, Idaku
;
Gu, Qingyi
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/07/25
cell detection
high-speed vision
convolutional neural network (CNN)
efficient convolutional block
medical image analysis
Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447
作者:
Li, Gang
;
Liu, Zejian
;
Li, Fanrong
;
Cheng, Jian
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/06/10
Convolution
Field programmable gate arrays
System-on-chip
Task analysis
Random access memory
Tensors
Memory management
Block convolution
convolutional neural network (CNN) accelerator
field-programmable gate array (FPGA)
memory efficient
off-chip transfer
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification
会议论文
印度,加尔各答, 2022-3-28
作者:
Li C(李超)
;
Cui Y(崔玥)
;
Luo N(罗娜)
;
Liu Y(刘勇)
;
Bourgeat Pierrick
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/06/23
convolutional neural network
deep learning
structural MRI
transfer learning
Transformer
Scribble-Supervised Video Object Segmentation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 339-353
作者:
Peiliang Huang
;
Junwei Han
;
Nian Liu
;
Jun Ren
;
Dingwen Zhang
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2021/11/03
Convolutional neural networks (CNNs)
scribble
self-attention
video object segmentation
weakly supervised
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1233-1247
作者:
Yiming Lei
;
Haiping Zhu
;
Junping Zhang
;
Hongming Shan
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  |  
浏览/下载:15/0
  |  
提交时间:2022/06/27
Convolutional neural network (CNNs)
medical image classification
meta-learning
ordinal regression
random forest
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:
Qiongyi Zhou
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/09/30
Convolutional neural network (CNN)
vision transformer (ViT)
multi-modal networks
spatial-temporal networks
visual neural encoding
brain-like neural networks
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 115-126
作者:
Zhiqiang Chen
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/03/29
Convolutional neural networks (CNNs)
group equivariance
higher-degree weight sharing
parameter efficiency
Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1427-1439
作者:
Ruibing Jin
;
Min Wu
;
Keyu Wu
;
Kaizhou Gao
;
Zhenghua Chen
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/08/01
Convolutional neural network (CNN)
deep learning
position encoding
remaining useful life prediction
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