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my current area of research is intelligent image processing; over the past few weeks i've been working on some image processing software using a hopfield neural network architecture.
follow the links below to see some results from the various routines i've written
hopfield image recognizer
i began by programming a hopfield image recognizer which stores a collection images, then when presented with a new image the network responds with an image generated from the stored images.
hopfield super-resolution
the second routine i've programmed uses a hopfield architecture for image interpolation. the network effectively improves the resolution of an image by estimating pixel values between known pixel values. super-resolution will be my primary area of research.
here are some screen shots from the software in action:
you can download the software too, if you like:
Project3
physics
fullerene-Mg+ electron transition probabiliy as a function of kinetic energy and impact parameter
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