Phase Memory in Oscillatory Networks

نویسندگان

  • Margarita Kuzmina
  • Irina Surina
چکیده

As it was shown earlier, oscillatory networks consisting of limit-cycle oscillators interacting via complex-valued c onnec-tions can be u s e d for associative memory design. Phase memory as a special type of associative memory in oscillatory networks has been invented and studied. Detailed analysis of phase memory features of phasor networks related to oscilla-tory networks has been performed. It has been found that under special choice o f p arameters the oscillatory networks possess high memory storage capacity and low extraneous memory. The designed networks can be interpreted as networks consisting of complex-valued n e u r ons. They could be useful in problems of invariant pattern recognition and in recognition of colored p atterns.

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تاریخ انتشار 1997