Emergence of global patterns in connected neural networks

T. Shimizu
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Abstract

The emergence of patterns in a global network, which consists of many connected local networks, is studied. In each local network one of some patterns is stored, which is selected autonomously by the system itself. It is found that global patterns appear in the global system, which are described in terms of 2 patterns stored in local networks as the background and the pattern itself. The relation between dynamics of the local network and the emergence of global patterns in the global network is discussed.
互联神经网络中全局模式的出现
研究了由许多相互连接的局部网络组成的全局网络中模式的出现。在每个局部网络中存储一种模式,由系统自己自主选择。研究发现,全局模式出现在全局系统中,全局模式用存储在局部网络中的2种模式作为背景和模式本身来描述。讨论了局部网络的动态变化与全球网络中全球格局的出现之间的关系。
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