IEEE

Multipath Siamese Neural Network for Intelligent Fault Diagnosis Under Small Samples

Abstract: The scarcity of fault samples severely limits the performance of traditional fault diagnosis methods under small samples. To address this issue, this article proposes a multipath Siamese ...
marktechpost

A Coding Guide to Implement Advanced Differential Equation Solvers, Stochastic Simulations, and Neural Ordinary Differential Equations Using Diffrax and JAX

In this tutorial, we explore how to solve differential equations and build neural differential equation models using the Diffrax library. We begin by setting up a clean computational environment and ...
IEEE

Offline Signature Verification System Using Siamese Networks with Four Distinct Backbone Architectures: MobileNetV2, VGG16, InceptionV3 and a Custom CNN

Abstract: This document presents an in-depth examination of offline signature verification utilizing Siamese neural networks. Our study tackles the issue of advanced forgeries by assessing a Siamese ...