From basic network principles to neural architecture: emergence of orientation-selective cells.
抄録
<jats:p>This is the second paper in a series of three that explores the emergence of several prominent features of the functional architecture of visual cortex, in a "modular self-adaptive network" containing several layers of cells with parallel feedforward connections whose strengths develop according to a Hebb-type correlation-rewarding rule. In the present paper I show that orientation-selective cells, similar to the "simple" cortical cells of Hubel and Wiesel [Hubel, D. H. & Wiesel, T. N. (1962) J. Physiol. 160, 106-154], emerge in such a network. No orientation preference is specified to the system at any stage, the orientation-selective cell layer emerges even in the absence of environmental input to the system, and none of the basic developmental rules is specific to visual processing.</jats:p>
収録刊行物
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- Proceedings of the National Academy of Sciences
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Proceedings of the National Academy of Sciences 83 (21), 8390-8394, 1986-11
Proceedings of the National Academy of Sciences
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詳細情報
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- CRID
- 1363951794670247808
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- NII論文ID
- 30016280177
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- ISSN
- 10916490
- 00278424
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- データソース種別
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