发明名称 UNIVERSAL, ONLINE LEARNING IN MULTI-MODAL PERCEPTION-ACTION SEMILATTICES
摘要 In one embodiment, the present invention provides a method for interconnecting neurons in a neural network. At least one node among a first set of nodes is interconnected to at least one node among a second set of nodes, and nodes of the first and second set are arranged in a lattice. At least one node of the first set represents a sensory-motor modality of the neural network. At least one node of the second set is a union of at least two nodes of the first set. Each node in the lattice has an acyclic digraph comprising multiple vertices and directed edges. Each vertex represents a neuron population. Each directed edge comprises multiple synaptic connections. Vertices in different acyclic digraphs are interconnected using an acyclic bottom-up digraph. The bottom-up digraph has a corresponding acyclic top-down digraph. Vertices in the bottom-up digraph are interconnected to vertices in the top-down digraph.
申请公布号 US2014019393(A1) 申请公布日期 2014.01.16
申请号 US201113325316 申请日期 2011.12.14
申请人 MODHA DHARMENDRA S.;INTERNATIONAL BUSINESS MACHINES CORPORATION 发明人 MODHA DHARMENDRA S.
分类号 G06N3/04 主分类号 G06N3/04
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