Hello people, Today, I've got one idea in my mind. Do you have any opinion or interest for this?
Nupic uses scalar encoder to feed numbers to SP, IIUC. If we want to feed an image to SP, each pixel has an integer value and the number of pixels are large. It sounds not so easy to me that we convert million pixel values through scalar encoder and feed them to SP. Can dithering work as the encoder? I mean this. http://en.wikipedia.org/wiki/Dither Our brain recognizes a black & white binary image as if it is a grayscale image after dithering. Does our retina convey the intensity of light in a similar way of dithering...? # I was a bit away from ML due to a business trip. I hope I can be more active now. :) Best Regards, Hideaki Suzuki.
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