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IEEE Transactions on Neural Networks|October 27, 2011
Fast independent component analysis algorithm for quaternion valued signalsSoroush Javidi, Clive Cheong Took, Danilo P MandicAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|January 18, 2020
Scalable automatic sleep staging in the era of Big DataTakashi Nakamura, Harry J Davies, Danilo P MandicAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|January 18, 2020
A Transition Probability Based Classification Model for Enhanced N1 Sleep stage Identification During Automatic Sleep Stage ScoringHarry J Davies, Takashi Nakamura, Danilo P MandicNeural Computation|July 11, 2023
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Modeling of Multiway Data on GraphsYao Lei Xu, Kriton Konstantinidis, Danilo P MandicIEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society|August 14, 2015
Augmented Complex Common Spatial Patterns for Classification of Noncircular EEG From Motor Imagery TasksCheolsoo Park, Clive Cheong Took, Danilo P MandicAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|November 25, 2010
Application of multivariate empirical mode decomposition for seizure detection in EEG signalsNaveed Ur Rehman, Yili Xia, Danilo P MandicAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|September 10, 2022
Tracking Cognitive Workload in Gaming with In-EarHarry J Davies, Ian Williams, Danilo P MandicNeural Networks : the Official Journal of the International Neural Network Society|January 15, 2026
A novel backpropagation algorithm based on negated kurtosis loss for training shallow, convolutional, and deep neural networksEngin Cemal Mengüç, Alper Emlek, Danilo P MandicIEEE Transactions on Neural Networks and Learning Systems|November 4, 2015
Group Component Analysis for Multiblock Data: Common and Individual Feature ExtractionGuoxu Zhou, Andrzej Cichocki, Yu Zhang, et al.Neural Networks : the Official Journal of the International Neural Network Society|March 4, 2021
Convergence of the RMSProp deep learning method with penalty for nonconvex optimizationDongpo Xu, Shengdong Zhang, Huisheng Zhang, et al.Pageof 14