In this notebook, you will implement convolutional (CONV) and pooling (POOL) layers in R, including both forward propagation and (optionally) backward propagation. This notebook will ask you to ...
The casual convolution function currently considers two array's of equal dimensions, however, the generated kernel is defined to be a one-dimensional array by the 'kernel_dplr' function.
ABSTRACT: The convolution of two rational transfer functions is also rational, but a formula for the convolution has never been derived. This paper introduces a formula for the convolution of two ...
Lung disease is a respiratory disease that poses a high risk to people worldwide and includes pneumonia and COVID-19. As such, quick and precise identification of lung disease is vital in medical ...
Abstract: The acyclic multi-state information network (AMIN) is an extension of the multi-state network without having to satisfy the flow conservation law. A very straightforward convolution ...
Abstract: Recently, there is significant interest in performing convolution over irregularly sampled point clouds. Point clouds are very different from raster images, in that one cannot have a regular ...