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期刊论文 [89]
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2021 [90]
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Accucopy: accurate and fast inference of allele-specific copy number alterations from low-coverage low-purity tumor sequencing data
期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 18
作者:
Fan, Xinping
;
Luo, Guanghao
;
Huang, Yu S.
收藏
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浏览/下载:216/0
  |  
提交时间:2021/05/24
Cancer genomics
Copy number alterations
Next-generation sequencing
Transformer-Based Generative Model Accelerating the Development of Novel BRAF Inhibitors
期刊论文
ACS OMEGA, 2021, 卷号: 6, 期号: 49, 页码: 33864-33873
作者:
Yang, Lijuan
;
Yang, Guanghui
;
Bing, Zhitong
;
Tian, Yuan
;
Niu, Yuzhen
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  |  
浏览/下载:17/0
  |  
提交时间:2022/04/11
Effectiveness of machine learning methods for water segmentation with ROI as the label: A case study of the Tuul River in Mongolia
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 11
作者:
Li, Kai
;
Wang, Juanle
;
Yao, Jinyi
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  |  
浏览/下载:73/0
  |  
提交时间:2021/11/05
Water Segmentation
Pixel-based CNN
ROI
U-net
Mongolia
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where"
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 13, 期号: 4, 页码: 827-840
作者:
Wang, Haibao
;
Huang, Lijie
;
Du, Changde
;
Li, Dan
;
Wang, Bo
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  |  
浏览/下载:43/0
  |  
提交时间:2022/01/27
Visualization
Feature extraction
Encoding
Brain modeling
Biological neural networks
Sociology
Statistics
Deep neural network (DNN)
neural encoding
regularization
"what" and "where"
Stein variational gradient descent with local approximations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
作者:
Yan, Liang
;
Zhou, Tao
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浏览/下载:10/0
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提交时间:2022/04/02
Stein variational gradient decent
Bayesian inference
Deep learning
Local approximation
Aligned Organization of Synapses and Mitochondria in Auditory Hair Cells
期刊论文
NEUROSCIENCE BULLETIN, 2021, 页码: 14
作者:
Liu, Jing
;
Wang, Shengxiong
;
Lu, Yan
;
Wang, Haoyu
;
Wang, Fangfang
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  |  
浏览/下载:53/0
  |  
提交时间:2021/12/28
Inner hair cell
Ribbon synapse
Mitochondrial network
Volume electron microscopy
AI-based image processing
A Deep Learning Model to Recognize and Quantitatively Analyze Cold Seep Substrates and the Dominant Associated Species
期刊论文
FRONTIERS IN MARINE SCIENCE, 2021, 卷号: 8, 页码: 11
作者:
Wang, Haining
;
Fu, Xiaoxue
;
Zhao, Chengqian
;
Luan, Zhendong
;
Li, Chaolun
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  |  
浏览/下载:45/0
  |  
提交时间:2022/02/18
cold seep
substrates
epifauna
Faster R-CNN
FPN
VGG16
Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 12
作者:
Li, Weifan
;
Zhu, Yuanheng
;
Zhao, Dongbin
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浏览/下载:42/0
  |  
提交时间:2021/12/28
Reinforcement learning
Missile guidance
Auxiliary learning
Self-imitation learning
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:41/0
  |  
提交时间:2022/01/27
Hardware acceleration
image classification
neural networks
pruning
software-hardware codesign
Parallel attention-based LSTM for building a prediction model of vehicle emissions using PEMS and OBD
期刊论文
MEASUREMENT, 2021, 卷号: 185
作者:
Xie, Hao
;
Zhang, Yujun
;
He, Ying
;
You, Kun
;
Fan, Boqiang
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  |  
浏览/下载:32/0
  |  
提交时间:2021/11/29
PEMS
Time series prediction
Deep learning
Early warning of high emissions
Outliers elimination
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