AbstractThis paper is concerned with determining simple CNN‐paradigm‐based circuits for solving specific binary image‐processing problems. Single‐layer CNN templates for performing specified shape extraction, extraction of shapes which contain a desired feature and modified feature detection are derived using a formulated design strategy. the concept of CNNs composed of modified cells is developed and circuits designed for realizing simultaneous detection of distinct features and for extracting horizontal line midpoints are pr
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