We adapted the FREQ‐NESS pipeline to event‐related MEG data from 140 adults during a melody‐recognition task, revealing an age‐related reorganization of frequency‐specific brain networks. Younger adults showed task‐related reduction in the prominence of alpha networks, whereas older adults maintained prominent slower alpha networks (8.6–10.0 Hz) across
Chiara Malvaso +8 more
wiley +1 more source
Hilbert-Huang Transform Embedded Self-Attention Neural Network for EEG-based major depressive disorder vs. healthy controls classification. [PDF]
Chen J, Tian K, Ye Y, Liu J.
europepmc +1 more source
The Mathematical History Behind the Granger–Johansen Representation Theorem
ABSTRACT When can a vector time series that is integrated once (i.e., becomes stationary after taking first differences) be described in error correction form? The answer to this is provided by the Granger–Johansen representation theorem. From a mathematical point of view, the theorem can be viewed as essentially a statement concerning the geometry of ...
Johannes M. Schumacher
wiley +1 more source
Editorial: Deep learning for high-dimensional sense, non-linear signal processing and intelligent diagnosis, vol II. [PDF]
Ke H, Cai C, Yao L, Chen D.
europepmc +1 more source
The Impact of Surfactants on the Airflow Above Wind Waves
Abstract We investigate phase‐dependent features of the airflow above wind waves on slick‐free and slick‐covered water surfaces and relate them to small‐scale wave structures. Three surfactants with different viscoelastic properties were deployed in a wind‐wave tank, with wind speeds between 5.0ms−1 $5.0\,\mathrm{m}{\mathrm{s}}^{-1}$ and 9.7ms−1 $9.7\,\
K. Schultz, M. P. Buckley, M. Gade
wiley +1 more source
Supervised information gain-based feature selection for multimodal physiological signals in stress prediction. [PDF]
Chouhan SA.
europepmc +1 more source
During optimization via the quantum natural gradient in a variational quantum eigensolver, the evolution of the Fubini‐Study metric suppresses irrelevant parameter directions and reduces state distinguishability near the ground state. ABSTRACT The lack of both a consistently effective and broadly reliable classical optimizer for variational quantum ...
Dwi Cahyo Mariyanto +5 more
wiley +1 more source
Achieving sub-pm wavelength regression via minimum-phase in a single-stream photonic IC. [PDF]
Rubio Rivera HA +3 more
europepmc +1 more source
From Quantum Time to Manifestly Covariant QFT: On the Need for a Quantum-Action-Based Quantization. [PDF]
Diaz NL.
europepmc +1 more source
An interpretable deep learning diagnostic framework for early Alzheimer's disease based on EEG microstate spectra and multi-branch CNN. [PDF]
Li Z, Li X, Qu Z, Su R, Yin B, Yin L.
europepmc +1 more source

