note

書記が数学やるだけ#120 畳み込み積分，フィルター

フィルターなど，信号処理に必要な演算である畳み込み積分について見ていく。 畳み込み積分はconvolutionの訳で，合成積，重畳積分，あるいは英語に倣いコンボリューションとも呼ばれる。 中でも，畳み込み定理が重要。 フィルターは，信号に窓を ...
GitHub

convolution-filter

Add a description, image, and links to the convolution-filter topic page so that developers can more easily learn about it.
IEEE

Decomposing Audio into Timbral Features with Convolutional Neural Networks

Abstract: AI has gained traction in industry and academia in recent years, and music is no exception. Part of this increase in visibility is due to new methods that process audio recordings directly, ...
Learn With Jay on MSN

Stride in CNNs: The key tweak that matters

In this video, we will understand what is Stride in Convolutional Neural Network. While performing Convolution operation on ...
Learn With Jay on MSN

How Stride in CNNs Impacts Model Performance?

In this video, we will understand what is Stride in Convolutional Neural Network. While performing Convolution operation on an image, we move our filter by 1 pixel. It is called having the stride = 1.
IEEE

Real-Time Diagnosis Based on Signal Convolution-Pooling Processing and Shared Filter ...

Abstract: This article proposes a data-driven method based on signal convolution pooling for real-time fault diagnosis in T-type inverters. The model is composed of an auxiliary neural network and a ...