Abstract: Convolutional neural network has been widely used in fault diagnosis of mechanical devices. In particular, a 2-D convolutional neural network requires manual selection of multiscale ...

Researchers from Drexel University who discovered a versatile type of two-dimensional conductive nanomaterial, called a MXene, nearly a decade and a half ago, have now reported on a process for ...

One-dimensional (1D) nanomaterials are structures in which two dimensions are confined to the nanometer scale (1 to 100 nm), while the third dimension is much larger, resulting in wire-, ribbon-, or ...

Abstract: This paper addresses the challenge of road type classification using deep learning techniques applied to vibrational signals collected from inertial sensors. Two novel architectures, SepRNet ...

I wrote a small benchmark comparing a 1D depthwise convolution implemented in PyTorch vs. pure JAX on GPU, and found that the JAX version is both substantially slower (≈3×) and draws noticeably more ...

A windowed sinc function can implement a low-pass filter, and a two-dimensional convolutional filter can blur or sharpen images. In part 3 of this series, we introduced a low-pass filter based on the ...

Rewinding to the days before One Direction was a global pop sensation, longtime fans might recall goofy video diaries that inspired plenty of inside jokes, silly dance moves and Liam Payne being the ...

Liam Payne, a member of the British pop band One Direction, died Wednesday at age 31 after he fell from the third floor of a hotel in Argentina, local authorities said. Limited time: Save 25% on NBC ...

This project involves implementing the forward pass of an 18-layer Convolutional Neural Network (CNN) in MATLAB for object detection. The goal is to classify 32x32x3 images into one of ten categories, ...

Barrel Racing has grown more and more popular every year. From peewee four-year-old to 75-year-old grandmas all wanting a chance to race around the cans. In a rodeo the goal is to be the fastest to ...