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In this paper, we present a novel approach for studying Boolean function in a graph-theoretic perspective. In particular, we first transform a Boolean function $f$ of $n$ variables into an induced subgraph $H_{f}$ of the $n$ -dimensional hypercube, and then, we show the properties of linearly separable Boolean functions on the basis of the analysis of the structure of $H_{f}$ . We define a...