Fabrication and programming of large physically evolving networks

نویسندگان

  • Alfred W. Hübler
  • Cory Stephenson
  • Dave Lyon
  • Ryan Swindeman
چکیده

Physically Evolving Networks (PENs) were first proposed by Alan Turing in his 1948 paper “Intelligent Machines” [1]. PENs capture some important features of the information processing of biological neural systems, such as mimicking animal and human error patterns, and implement massively parallel, non-algorithmic processes, where the sequence and concurrency of operations is determined at run time. PENs simulations on conventional digital computers have been successfully used for speech recognition, image analysis, and adaptive control. But PEN implementations on computers with von Neumann architecture are slow compared to other algorithms which are optimized for the sequential processing of explicit instructions. In the following we discuss hardware implementations of PENs. Would it be possible to fabricate a PEN of the size of a human brain with a billion times more neurons? And if so, how could such a PEN be programmed or trained?

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عنوان ژورنال:
  • Complexity

دوره 16  شماره 

صفحات  -

تاریخ انتشار 2011