Abstract: A method for increasing a speed or energy efficiency at which a computer
is capable of modeling a plurality of random walkers. The method includes
defining a virtual space in which a plurality of virtual random walkers
will move among different locations in the virtual space. The method also
includes either assigning a corresponding set of ringed neurons in a
spiking neural network to a corresponding virtual random walker, or
assigning a corresponding set of ringed neurons to a point in the virtual
space. Movement of a given virtual random walker is tracked by decoding
differences between states of individual neurons in a corresponding given
set of ringed neurons. A virtual random walk of the plurality of virtual
random walkers is executed using the spiking neural network. |
Filed: 6/27/2018 |
Application Number: 16/20619 |
This invention was made with Government support under Contract No. DE-NA0003525 awarded by the United States Department of Energy/National Nuclear Security Administration. The Government has certain rights in the invention. |
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