Clifford neural layers for pde modeling
Partial differential equations (PDEs) see widespread use in sciences and engineering to
describe simulation of physical processes as scalar and vector fields interacting and …
describe simulation of physical processes as scalar and vector fields interacting and …
Quaternion Fourier transform on quaternion fields and generalizations
EMS Hitzer - Advances in Applied Clifford Algebras, 2007 - Springer
We treat the quaternionic Fourier transform (QFT) applied to quaternion fields and
investigate QFT properties useful for applications. Different forms of the QFT lead us to …
investigate QFT properties useful for applications. Different forms of the QFT lead us to …
New applications of Clifford's geometric algebra
The new applications of Clifford's geometric algebra surveyed in this paper include
kinematics and robotics, computer graphics and animation, neural networks and pattern …
kinematics and robotics, computer graphics and animation, neural networks and pattern …
Dual-quaternions: Theory and applications in sound
B Kenwright - arxiv preprint arxiv:2303.12692, 2023 - arxiv.org
Sound is a fundamental and rich source of information; playing a key role in many areas
from humanities and social sciences through to engineering and mathematics. Sound is …
from humanities and social sciences through to engineering and mathematics. Sound is …
A Comprehensive Analysis of Quaternion Deep Neural Networks: Architectures, Applications, Challenges, and Future Scope
Quaternions are extensively used in several fields including physics, applied mathematics,
computer graphics, and control systems because of their notable and unique characteristics …
computer graphics, and control systems because of their notable and unique characteristics …
[LIBRO][B] Quaternion and Clifford Fourier Transforms
E Hitzer - 2021 - taylorfrancis.com
Quaternion and Clifford Fourier Transforms describes the development of quaternion and
Clifford Fourier transforms in Clifford (geometric) algebra over the last 30 years. It is the first …
Clifford Fourier transforms in Clifford (geometric) algebra over the last 30 years. It is the first …
Maximum correntropy quaternion Kalman filter
To solve the estimation problem in three-dimensional space, the quaternion Kalman filter
(QKF) is developed for quaternion-valued signals using the well-known minimum mean …
(QKF) is developed for quaternion-valued signals using the well-known minimum mean …
New watermarking algorithm utilizing quaternion Fourier transform with advanced scrambling and secure encryption
Digital watermarking technology, as a powerful tool for copyright protection and content
authentication of multimedia works, has received increasing attention, and the current image …
authentication of multimedia works, has received increasing attention, and the current image …
Kernel quaternion principal component analysis and its application in RGB-D object recognition
While the existing quaternion principal component analysis (QPCA) is a linear tool
developed mainly for processing linear quaternion signals, the quaternion representation …
developed mainly for processing linear quaternion signals, the quaternion representation …
Quaternion empirical wavelet transform and its applications in rolling bearing fault diagnosis
K Zhang, Y Deng, P Chen, C Ma, Y Xu - Measurement, 2022 - Elsevier
In view of the fact that it is difficult to predict the location and size of the failure of rotating
machinery, the sensors sometimes cannot collect the fault information. When the fault …
machinery, the sensors sometimes cannot collect the fault information. When the fault …