Electronic network for collective decision based on large number of connections between signals
Amplifiers, optionally having complementary (positive and negative) outputs, are connected to a matrix of input and output conductors (where the output conductors are each a pair for the case of complementary amplifier o
Patent Number
US 4660166
Status
Active
Filing Date
January 22, 1985
Grant Date
April 21, 1987
Expiration
~January 2005 (estimated)
Claims
12
Assignee
California Institute of Technology
Inventors
John J. Hopfield
Citations
167 forward · 6 backward
What it covers
Amplifiers, optionally having complementary (positive and negative) outputs, are connected to a matrix of input and output conductors (where the output conductors are each a pair for the case of complementary amplifier outputs). Each connection is implemented with a resistors Rij=Rji connecting the output(s) of amplifiers j to the input of amplifiers i, and vice versa, where i and j are the ith and jth amplifiers not necessarily in sequence. The value of each resistor is selected for the nature of the decisional operation intended to satisfy the following circuit equation of motion <IMAGE> where Vj=g(uj) the output of amplifier j due to an input ui, Ci is the input capacitance of amplifier i, and Ri is the equivalent of pi and Rij according to the equation <IMAGE> and Rij=Rji. For the implementation of an associative memory, only positive (or negative) output terminals need be connected by resistors of unit value to input terminals of amplifiers i and j for the amplifier i in which a binary 1 is to be stored. (The amplifier j is one or more of the other amplifiers.) The outputs of the array of amplifiers will produce the entire word stored in response to a few bit-1 input signals Ii to amplifiers so connected by resistors Rij. For problem solution, the resistance Rij=Rji is selected to have a value that, with appropriate signals at all input conductors (perhaps zero) the network will collectively drive to a stable state at the complementary output terminals which provide an output code word that is a very good solution to the problem.
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