中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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自动化研究所 [96]
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期刊论文 [259]
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Quickly forecasting the future state of urban sensors by the missing-data-tolerant deep learning approach
期刊论文
OAI收割
SUSTAINABLE CITIES AND SOCIETY, 2025, 卷号: 118, 页码: 106044
作者:
Wang, Peixiao
;
Zhang, Hengcai
;
Cheng, Shifen
;
Zhang, Tong
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/02/24
Spatiotemporal prediction
Spatiotemporal data missing
Causal dilatation convolution
Graph attention network
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 8191-8208
作者:
Yang, Ziduo
;
Zhong, Weihe
;
Lv, Qiujie
;
Dong, Tiejun
;
Chen, Guanxing
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/01/14
Proteins
Programmable logic arrays
Three-dimensional displays
Predictive models
Graph neural networks
Data models
Convolution
Protein-ligand binding affinity
graph neural networks
inductive bias
drug-target interaction
structure-based virtual screening
Autonomous Extraction Technology for Aquaculture Ponds in Complex Geological Environments Based on Multispectral Feature Fusion of Medium-Resolution Remote Sensing Imagery
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 22, 页码: 4130
作者:
Liang, Zunxun
;
Wang, Fangxiong
;
Zhu, Jianfeng
;
Li, Peng
;
Xie, Fuding
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/01/17
aquaculture ponds
Sentinel-2 image
deep learning
multiscale convolution
self-attention mechanism
complex geological environment
Spatiotemporal wind speed forecasting using conditional local convolution and multidimensional meteorology features
期刊论文
OAI收割
SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 26219
作者:
Wang, Meng
;
Wang, Juanle
;
Yu, Mingming
;
Yang, Fei
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/12/20
Wind resources
Spatiotemporal wind forecasting
Local convolution kernel
Recurrent neural network
Inner Mongolia region
Hyperspectral Image Classification Based on Multibranch Adaptive Feature Fusion Network
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 5528318
作者:
Li, Chen
;
Wang, Yi
;
Fang, Zhice
;
Li, Penglei
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/10/21
Feature extraction
Hyperspectral imaging
Data mining
Three-dimensional displays
Convolution
Interference
Convolutional neural networks
Convolutional neural networks (CNNs)
feature fusion
hyperspectral image classification (HSIC)
multibranch
Predicting Future Spatio-Temporal States Using a Robust Causal Graph Attention Model
期刊论文
OAI收割
SPATIAL DATA AND INTELLIGENCE, SPATIALDI 2024, 2024, 卷号: 14619, 页码: 242-251
作者:
Wang, Peixiao
;
Zhang, Hengcai
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/10/21
Spatiotemporal prediction
spatiotemporal data missing
causal dilatation convolution
graph attention network
A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 9, 页码: 2635-2646
作者:
He, Yintao
;
Li, Bing
;
Wang, Ying
;
Liu, Cheng
;
Li, Huawei
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/12/06
Task analysis
Sparse matrices
Convolution
Convolutional neural networks
Design automation
Neural networks
Integrated circuits
Graph convolutional network
hardware acceleration
processing-in-memory
Travel-mode inference based on GPS-trajectory data through multi-scale mixed attention mechanism
期刊论文
OAI收割
HELIYON, 2024, 卷号: 10
作者:
Pei, Xiaohui
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/11/20
Travel-mode inference
GPS-trajectory data
Multi-scale convolution
Attention mechanism
A hardware-friendly logarithmic quantization method for CNNs and FPGA implementation
期刊论文
OAI收割
JOURNAL OF REAL-TIME IMAGE PROCESSING, 2024, 卷号: 21
作者:
Jiang, Tao
;
Xing, Ligang
;
Yu, Jinming
;
Qian, Junchao
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/11/20
Convolution neural networks
CNN quantization
Hardware accelerator
FPGA
DMGSTCN: Dynamic Multigraph Spatio-Temporal Convolution Network for Traffic Forecasting
期刊论文
OAI收割
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 22208-22219
作者:
Qin, Yanjun
;
Tao, Xiaoming
;
Fang, Yuchen
;
Luo, Haiyong
;
Zhao, Fang
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/12/06
Time series analysis
Convolution
Forecasting
Correlation
Task analysis
Roads
Predictive models
Graph convolution network (GCN)
spatial-temporal data
traffic forecasting