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Abstract: Memristive crossbar arrays can be used to realize matrix-vector multiplication (MVM) operations in constant time complexity by exploiting the Kirchhoff’s circuit laws. This is enabled by the ...

Abstract: The rising popularity of deep learning algorithms demands special accelerators for matrix-matrix multiplication. Most of the matrix multipliers are designed based on the systolic array ...

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The Julia library SummationByPartsOperators.jl provides a unified interface of different discretization approaches including finite difference, Fourier pseudospectral, continuous Galerkin, and ...

Convolution is one of the most important operations in signal and image processing. It could operate in 1D (e.g. speech processing), 2D (e.g. image processing) or 3D (video processing). Here, we will ...