Learning Algorithms for Quaternion-Valued Neural Networks

Optimization in Quaternion Dynamic Systems: Gradient, Hessian, and Learning Algorithms

(2016) Dongpo Xu et al.   IEEE Transactions on Neural Networks and Learning Systems

Quaternion-Valued Echo State Networks

(2015) Yili Xia et al.   IEEE Transactions on Neural Networks and Learning Systems

Quaternion-Valued Nonlinear Adaptive Filtering

(2011) Bukhari Che Ujang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Quaternion-valued short-term joint forecasting of three-dimensional wind and atmospheric parameters

(2011) C. Cheong Took et al.   RENEWABLE ENERGY

An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals

(2010) Yili Xia et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Quaternion-Valued Stochastic Gradient-Based Adaptive IIR Filtering

(2010) Clive Cheong Took et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A Quaternion Widely Linear Adaptive Filter

(2010) Clive Cheong Took et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Split quaternion nonlinear adaptive filtering

(2009) Bukhari Che Ujang et al.   NEURAL NETWORKS

The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes

(2008) C.C. Took et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

POLARIZED SIGNAL CLASSIFICATION BY COMPLEX AND QUATERNIONIC MULTI-LAYER PERCEPTRONS

(2008) SVEN BUCHHOLZ et al.   International Journal of Neural Systems