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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
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
Gated Feature Aggregation for Height Estimation From Single Aerial Images
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Xing, Siyuan
;
Dong, Qiulei
;
Hu, Zhanyi
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  |  
浏览/下载:17/0
  |  
提交时间:2022/01/27
Estimation
Decoding
Logic gates
Training
Feature extraction
Testing
Encoding
Convolutional neural networks (CNNs)
gate mechanism
height estimation
progressive refinement
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:41/0
  |  
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"
Wave filtering and firing modes in a light-sensitive neural circuit
期刊论文
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2021, 卷号: 22, 期号: 9, 页码: 707-720
作者:
Zhang, Xiu-fang
;
Ma, Jun
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  |  
浏览/下载:6/0
  |  
提交时间:2021/10/14
Light-sensitive neuron
Neural circuit
Phototube
Bifurcation
Information encoding
O59
TN710
Bioinspired Gain-Modulated Recurrent Neural Network for Controlling Musculoskeletal Robot
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 16
作者:
Zhong, Shanlin
;
Zhou, Junjie
;
Qiao, Hong
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  |  
浏览/下载:39/0
  |  
提交时间:2022/01/27
Robots
Modulation
Robot kinematics
Neurons
Brain modeling
Recurrent neural networks
Encoding
Biologically inspired control
gain modulation
motor primitives
musculoskeletal robot
recurrent neural network (RNN)
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features
期刊论文
NEUROCOMPUTING, 2021, 卷号: 425, 页码: 96-106
作者:
Wang, Tengxiao
;
Shi, Cong
;
Zhou, Xichuan
;
Lin, Yingcheng
;
He, Junxian
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  |  
浏览/下载:21/0
  |  
提交时间:2021/12/01
Neuromorphic computing
Spiking neural networks
SNN
Compressive sensing
Object classification
Multi-spike encoding
Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieval
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2386-2397
作者:
Wang, Wei
;
Gao, Junyu
;
Yang, Xiaoshan
;
Xu, Changsheng
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  |  
浏览/下载:22/0
  |  
提交时间:2021/11/02
Feature extraction
Encoding
Task analysis
Semantics
Data models
Cognition
Focusing
Video-text retrieval
graph neural network
coarse-to-fine strategy
Neural Encoding and Decoding With Distributed Sentence Representations
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 0, 期号: 0, 页码: 0
作者:
jingyuan sun
;
shaonan wang
;
jiajun zhang
;
chengqing zong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/10/13
brain-machine interface, distributed semantic representations, neural decoding, neural encoding
Deep Patch Representations with Shared Codebook for Scene Classification
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 1, 页码: 17
作者:
Song, Xinhang
;
Chen, Gongwei
;
Jiang, Shuqiang
;
Liu, Linhu
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  |  
浏览/下载:33/0
  |  
提交时间:2019/04/03
Scene classification
convolutional neural network
feature encoding
shared codebook
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