A multiscale dynamic routing circuit for forming size- and position-invariant object representations.
A multiscale dynamic routing circuit for forming size- and position-invariant object representations.
复制标题
用于形成大小和位置不变的对象表示的多尺度动态路由电路。
DOI:
10.1007/bf00962707
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发表时间:
1995
影响因子:
1.2
通讯作者:
VanEssen,DC
中科院分区:
文献类型:
--
作者:
Olshausen,BA;Anderson,CH;VanEssen,DC
We describe a neural model for forming size- and position-invariant representations of visual objects. The model is based on a previously proposed dynamic routing circuit that remaps selected portions of an input array into an object-centered reference frame. Here, we show how a multiscale representation may be incorporated at the input stage of the model, and we describe the control architecture and dynamics for a hierarchical, multistage routing circuit. Specific neurobiological substrates and mechanisms for the model are proposed, and a number of testable predictions are described.