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転置畳み込み（Transposed Convolution）とは

本記事では、畳み込み（Convolution）は知っているけど、転置畳み込み（Transposed Convolution）は知らないという方のための解説をします。 画像生成と画像拡大 ニューラル ネットワークを使用して画像を生成するには、通常、低解像度から高解像度への画像の ...
IEEE

Convolution Using Discrete Cosine Transforms for Improving Performance of Convolutional ...

Abstract: Convolutional neural networks (CNNs) are widely used in many areas. They feature convolutional layers that focus on spatial local node connections rather than full node connections. This ...
IEEE

Reduced Complexity Architecture for Convolution Based Discrete Cosine Transform

Abstract: Discrete Cosine Transform is a popular transform used in signal/image processing applications. Reduction in complexity of hardware architecture for the computation of DCT using the ...
GitHub

SS-Abeer13/convolution-gui

A desktop application built with Python to provide an intuitive, animated visualization of discrete and continuous time convolution and correlation. This tool is designed for students, educators, and ...
JSTOR Daily

An Uncertainty Principle for Convolution Operators on Discrete Groups

Consider a discrete group G and a bounded self-adjoint convolution operator T on l2 (G); let σ (T) be the spectrum of T. The spectral theorem gives a unitary isomorphism U between l2 (G) and a direct ...