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科研机构
北京大学 [1]
计算技术研究所 [1]
长春光学精密机械与物... [1]
中国科学院大学 [1]
自动化研究所 [1]
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期刊论文 [4]
会议论文 [1]
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2022 [1]
2012 [1]
2010 [3]
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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
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浏览/下载:12/0
  |  
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
Moving target detection and classification using spiking neural networks (EI CONFERENCE)
会议论文
2nd Sino-Foreign-Interchange Workshop on Intelligent Science and Intelligent Data Engineering, IScIDE 2011, October 23, 2011 - October 25, 2011, Xi'an, China
Cai R.
;
Wu Q.
;
Wang P.
;
Sun H.
;
Wang Z.
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浏览/下载:37/0
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提交时间:2013/03/25
We proposed a spiking neural network (SNN) to detect moving target in video streams and classify them into real categorization in this paper. The proposed SNN uses spike trains to encoding information such as the gray value of pixels or feature parameters of the target
detects moving target by simulating the visual cortex for motion detection in biological system with axonal delays and classify them into different categorizations according to their distance to categorization's centers found by Hebb learning rule. The experimental results show that the proposed SNN is promising in intelligence computation and applicable in general visual surveillance system. 2012 Springer-Verlag.
Top-down gaze movement control in target search using population cell coding of visual context
期刊论文
Ieee transactions on autonomous mental development, 2010, 卷号: 2, 期号: 3, 页码: 196-215
作者:
Miao, Jun
;
Qing, Laiyun
;
Zou, Baixian
;
Duan, Lijuan
;
Gao, Wen
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  |  
浏览/下载:35/0
  |  
提交时间:2019/05/10
Gaze movement control
Neural encoding and decoding
Population cell coding
Target search
Visual context
Top-Down Gaze Movement Control in Target Search Using Population Cell Coding of Visual Context
期刊论文
IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, 2010, 卷号: 2, 期号: 3, 页码: 196-215
作者:
Miao, Jun
;
Qing, Laiyun
;
Zou, Baixian
;
Duan, Lijuan
;
Gao, Wen
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  |  
浏览/下载:13/0
  |  
提交时间:2019/12/16
Gaze movement control
neural encoding and decoding
population cell coding
target search
visual context
Top-Down Gaze Movement Control in Target Search Using Population Cell Coding of Visual Context
期刊论文
2010
Miao, Jun
;
Qing, Laiyun
;
Zou, Baixian
;
Duan, Lijuan
;
Gao, Wen
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  |  
浏览/下载:4/0
  |  
提交时间:2015/11/12
Gaze movement control
neural encoding and decoding
population cell coding
target search
visual context
OBJECT DETECTION
EYE-MOVEMENTS
ATTENTION
SCENES
NETWORKS
IMAGES
CORTEX
LAYERS
BRAIN
MODEL
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