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CAS IR Grid
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长春光学精密机械与物... [1]
上海神经科学研究所 [1]
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OAI收割 [2]
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会议论文 [1]
期刊论文 [1]
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2012 [1]
2003 [1]
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Life Scien... [1]
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Moving target detection and classification using spiking neural networks (EI CONFERENCE)
会议论文
OAI收割
2nd Sino-Foreign-Interchange Workshop on Intelligent Science and Intelligent Data Engineering, IScIDE 2011, October 23, 2011 - October 25, 2011, Xi'an, China
作者:
Sun H.
;
Wang Z.
;
Wang Z.
;
Wang P.
;
Sun H.
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浏览/下载:41/0
  |  
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.
Function of attention in learning process in the olfactory bulb
期刊论文
OAI收割
SCIENCE IN CHINA SERIES C-LIFE SCIENCES, 2003, 卷号: 46, 期号: 4, 页码: 358-369
作者:
Guo, AK
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浏览/下载:30/0
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提交时间:2012/07/23
olfactory bulb
spike effective time
learning rule
feedback
attention
ENCODING NEURAL ASSEMBLIES
ASSOCIATIVE MEMORY
MODEL
ODORS
INHIBITION
REPRESENTATIONS
NEURONS
HEBB