[图书][B] Complex-valued neural networks

A Hirose - 2006 - Wiley Online Library
Complex-valued neural networks Complex-Valued Neural Networks Page 2 IEEE Press 445
Hoes Lane Piscataway, NJ 08854 IEEE Press Editorial Board 2013 John Anderson, Editor in …

[图书][B] Complex-valued neural networks with multi-valued neurons

I Aizenberg - 2011 - Springer
The use of complex numbers in neural networks is as natural as their use in other
engineering areas and in mathematics. The history of complex numbers shows that although …

Complex networks with complex weights

L Böttcher, MA Porter - Physical Review E, 2024 - APS
In many studies, it is common to use binary (ie, unweighted) edges to examine networks of
entities that are either adjacent or not adjacent. Researchers have generalized such binary …

ANCFIS: A neurofuzzy architecture employing complex fuzzy sets

Z Chen, S Aghakhani, J Man… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
Complex fuzzy sets (CFSs) are an extension of type-1 fuzzy sets in which the membership of
an object to the set is a value from the unit disc of the complex plane. Although there has …

A new interpretation of complex membership grade

DE Tamir, L Jin, A Kandel - International Journal of Intelligent …, 2011 - Wiley Online Library
Complex fuzzy sets utilize a complex degree of membership, represented in polar
coordinates, which is a combination of a degree of membership in a fuzzy set along with a …

Applications of complex-valued neural networks to coherent optical computing using phase-sensitive detection scheme

A Hirose - Information Sciences-Applications, 1994 - Elsevier
Applications of complex-valued neural networks to optical signal processing using phase-
sensitive detection schemes are proposed and discussed. In optical information processing …

Hyperbolic Hopfield neural networks

M Kobayashi - IEEE transactions on neural networks and …, 2012 - ieeexplore.ieee.org
In recent years, several neural networks using Clifford algebra have been studied. Clifford
algebra is also called geometric algebra. Complex-valued Hopfield neural networks …

A broad class of discrete-time hypercomplex-valued Hopfield neural networks

FZ de Castro, ME Valle - Neural Networks, 2020 - Elsevier
In this paper, we address the stability of a broad class of discrete-time hypercomplex-valued
Hopfield-type neural networks. To ensure the neural networks belonging to this class always …

Axiomatic theory of complex fuzzy logic and complex fuzzy classes

DE Tamir, A Kandel - International Journal of Computers …, 2011 - univagora.ro
Complex fuzzy sets, classes, and logic have an important role in applications, such as
prediction of periodic events and advanced control systems, where several fuzzy variables …

[图书][B] Optical neural networks

C Denz - 2013 - books.google.com
In recent years, there has been a rapid expansion in the field of nonlinear optics as weIl as
in the field of neural computing. Up to date, no one would doubt that nonlinear optics is one …