2016.4.15 Receptive fields, binocular interaction and functional architecture in the cat\'s visual cortex
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Receptive fields, binocular interaction andfunctional architecture in the cat's visual cortex
Google学术了一下,一万多引用,给跪了,不过我想老先生有没有想到自己的文章现在会被大量学计算机的人引用。
主要讲的是在猫的不同层次中是通过对于一个一个的小的子区域敏感,逐层提取最后形成对于整体的认知。大量生物学的术语并不能看懂。。。
通常人们记得就是这个结论,也算是对于神经网络在生理上的一大支持!
感觉cnn有一定的受生物成果的影响,relu的那篇文章中也是提到了生物上的研究成果,没细看,不过感觉如果有生物学上的支持,能够在理论上更有说服力一些。
参考文献:
1. Hubel,D. H. & Wiesel, T. N. Receptive fields, binocular interaction, andfunctional
architecture in the cat’s visual cortex. J.Physiol. 160, 106–154 (1962).
下载链接:
http://onlinelibrary.wiley.com/store/10.1113/jphysiol.1962.sp006837/asset/tjp19621601106.pdf;jsessionid=1997D939952D2D3C2B97BF85801D6609.f02t03?v=1&t=in1hrzjn&s=ddb6a824fe5fda4cde4fb657d306bdfe68a9e9d4&systemMessage=Subscribe+and+renew+is+currently+unavailable+online.+Please+contact+customer+care+to+place+an+order%3A++http%3A%2F%2Folabout.wiley.com%2FWileyCDA%2FSection%2Fid-397203.html++.Apologies+for+the+inconvenience.
2. http://blog.csdn.net/qq_26898461/article/details/51012312神经认知机一节
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