Abstract: In this article, we propose a set of transform-based neural network layers as an alternative to the $3\,\, {}\times {}3$ Conv2D layers in convolutional neural networks (CNNs). The proposed ...

Abstract: With the rapid development of modern science and technology, the three-dimensional reconstruction of radiation field is more and more urgent. The multi-layer perceptron (MLP) has strong ...