Invention Grant
US08892486B2 Processor node, artificial neural network and method operation of an artificial neural network 有权
处理器节点,人工神经网络和人工神经网络的操作方法

  • Patent Title: Processor node, artificial neural network and method operation of an artificial neural network
  • Patent Title (中): 处理器节点,人工神经网络和人工神经网络的操作方法
  • Application No.: US13348130
    Application Date: 2012-01-11
  • Publication No.: US08892486B2
    Publication Date: 2014-11-18
  • Inventor: Stavros Isaiadis
  • Applicant: Stavros Isaiadis
  • Applicant Address: JP Kawasaki
  • Assignee: Fujitsu Limited
  • Current Assignee: Fujitsu Limited
  • Current Assignee Address: JP Kawasaki
  • Agency: Staas & Halsey LLP
  • Priority: EP11150739 20110112
  • Main IPC: G06N3/02
  • IPC: G06N3/02 G06N3/08
Processor node, artificial neural network and method operation of an artificial neural network
Abstract:
There is provided a temporal processor node for use as an input node in the input layer of a class network in an artificial neural network, the class network being operable to generate an output signal based on a network input vector component received by the input layer, the temporal processor node being operable to receive observation data representing the observed state of a monitored entity as a component of the network input vector. The temporal processor node comprises a memory module operable to store a most recently observed state of the monitored entity in the memory module as a current state, a modification module having a timer, the timer being operable to output a value representing time elapsed since observation of the current state, the modification module being operable to modify the current state with a modification factor dependent on the value output by the timer, wherein when triggered, the temporal processor node is operable to output the modified current state as a representation of the current state.
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