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- W2003232723 abstract "In this paper we report on the performance of a coupled oscillator based implementation of the HMAX image-processing pipeline. Within this pipeline we have used coupled oscillator arrays to replace traditional Boolean logic with a Degree-of-Match (DoM) function that measures the L2 distance squared between two vectors in an n-dimensional space. We show that this operation can be used in three stages of the pipeline: 1) as a substitute for convolution in filtering operations, 2) as a computational kernel for pattern matching, and 3) as a distance function in a nearest neighbor classification algorithm. In this study, we have modeled the performance of the latter two and report our recognition results over a test set from the Neo Vision2 image database." @default.
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- W2003232723 date "2014-10-01" @default.
- W2003232723 modified "2023-09-26" @default.
- W2003232723 title "HMAX image processing pipeline with coupled oscillator acceleration" @default.
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- W2003232723 doi "https://doi.org/10.1109/sips.2014.6986101" @default.
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