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自动化研究所 [22]
数学与系统科学研究院 [4]
合肥物质科学研究院 [3]
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期刊论文 [38]
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2022 [38]
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Forestry [1]
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Feature-Contrastive Graph Federated Learning: Responsible AI in Graph Information Analysis
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:
Zeng, Xingjie
;
Zhou, Tao
;
Bao, Zhicheng
;
Zhao, Hongwei
;
Chen, Leiming
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/02/22
Federated learning
Data models
Artificial intelligence
Graph neural networks
Training
Learning systems
Servers
graph neural networks
responsible artificial intelligence (AI)
weight divergence
weight similarity evaluation
VPNets: Volume-preserving neural networks for learning source-free dynamics
期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2022, 卷号: 416, 页码: 12
作者:
Zhu, Aiqing
;
Zhu, Beibei
;
Zhang, Jiawei
;
Tang, Yifa
;
Liu, Jian
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Deep learning
Neural networks
Discovery of dynamics
Source-free dynamics
Volume-preserving
Application of unlabelled big data and deep semi-supervised learning to significantly improve the logging interpretation accuracy for deep-sea gas hydrate-bearing sediment reservoirs
期刊论文
ENERGY REPORTS, 2022, 卷号: 8, 页码: 2947-2963
作者:
Zhu, Linqi
;
Wei, Jiangong
;
Wu, Shiguo
;
Zhou, Xueqing
;
Sun, Jin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/05/20
Gas hydrate-bearing sediments
Deep learning
Big data application
India national gas hydrate program
Lidar-based daytime boundary layer height variation and impact on the regional satellite-based PM2.5 estimate
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 281
作者:
Chen, Sijie
;
Tong, Bowen
;
Russell, Lynn M.
;
Wei, Jing
;
Guo, Jianping
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  |  
浏览/下载:183/0
  |  
提交时间:2022/12/22
MAIAC AOD
Haze layer height
Deep learning
MPL
PM2
5
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization
期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:
Yang, Yukuan
;
Chi, Xiaowei
;
Deng, Lei
;
Yan, Tianyi
;
Gao, Feng
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  |  
浏览/下载:16/0
  |  
提交时间:2022/11/21
Full 8-bit quantization
Network without batch normalization
Small batch
Online training
Resource-limited devices
Bandwidth-efficient multi-task AI inference with dynamic task importance for the Internet of Things in edge computing
期刊论文
COMPUTER NETWORKS, 2022, 卷号: 216, 页码: 13
作者:
Zhang, Jianfeng
;
Zhang, Wensheng
;
Xu, Jingdong
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/01/09
Internet of Things
Edge computing
Edge intelligence
Multi-task learning
A brain-inspired intention prediction model and its applications to humanoid robot
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:
Zhao, Yuxuan
;
Zeng, Yi
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/12/27
human-robot interaction
intention prediction
brain-inspired model
spiking neural networks
humanoid robot
BSNN: Towards faster and better conversion of artificial neural networks to spiking neural networks with bistable neurons
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 13
作者:
Li, Yang
;
Zhao, Dongcheng
;
Zeng, Yi
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  |  
浏览/下载:16/0
  |  
提交时间:2022/11/21
spiking neural network
bistability
neuromorphic computing
image classification
conversion
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:9/0
  |  
提交时间:2023/01/17
Zonation-based landslide hazard assessment using artificial neural networks in the China-Pakistan Economic Corridor
期刊论文
FRONTIERS IN EARTH SCIENCE, 2022, 卷号: 10, 页码: 15
作者:
Zhang, Jianqiang
;
Ge, Yonggang
;
Li, Yong
;
Zou, Qiang
;
Jiang, Yuhong
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/01/04
China-Pakistan Economic Corridor
landslide
controlling factor
hazard assessment
artificial neural networks
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