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公开(公告)号：US20120323833A1
公开(公告)日：2012-12-20
申请号：US13566128
申请日：2012-08-03
IPC分类号： G06N3/04
CPC分类号： G06N3/0454 , G06N3/08 , G06N3/082
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for organizing trained and untrained neural networks. In one aspect, a neural network device includes a collection of node assemblies interconnected by between-assembly links, each node assembly itself comprising a network of nodes interconnected by a plurality of within-assembly links, wherein each of the between-assembly links and the within-assembly links have an associated weight, each weight embodying a strength of connection between the nodes joined by the associated link, the nodes within each assembly being more likely to be connected to other nodes within that assembly than to be connected to nodes within others of the node assemblies.
摘要翻译： 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于组织训练和未经训练的神经网络。 在一个方面，神经网络设备包括通过组件间链路相互连接的节点组合的集合，每个节点组件本身包括通过多个内部组件链接互连的节点网络，其中每个组件间链接和 组装内链接具有相关联的权重，每个权重体现由相关联的链接连接的节点之间的连接强度，每个组件内的节点更可能连接到该组件内的其他节点而不是连接到其他节点内的节点 的节点组件。
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公开(公告)号：US10387767B2
公开(公告)日：2019-08-20
申请号：US13566128
申请日：2012-08-03
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for organizing trained and untrained neural networks. In one aspect, a neural network device includes a collection of node assemblies interconnected by between-assembly links, each node assembly itself comprising a network of nodes interconnected by a plurality of within-assembly links, wherein each of the between-assembly links and the within-assembly links have an associated weight, each weight embodying a strength of connection between the nodes joined by the associated link, the nodes within each assembly being more likely to be connected to other nodes within that assembly than to be connected to nodes within others of the node assemblies.
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