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EVENT-DRIVEN UNIVERSAL NEURAL NETWORK CIRCUIT

  • US 20170308788A1
  • Filed: 09/29/2016
  • Published: 10/26/2017
  • Est. Priority Date: 09/16/2011
  • Status: Active Grant
First Claim
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1. A method comprising:

  • for a port of a neural module comprising a plurality of neurons and a plurality of ports;

    classifying the port into one of a plurality of port types, wherein the port is classified into a different port type that another port of the plurality of ports;

    interconnecting the port to at least one synapse classified into the same port type as the port;

    maintaining synaptic connectivity information indicative of the at least one synapse, a total sum of synaptic weights of the at least one synapse, and a target sum; and

    selectively updating a set of learning rules for the at least one synapse based on the total sum and the target sum.

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