Results 171 to 180 of about 640,740 (223)

The Awakening Brain is Characterized by a Widespread and Spatiotemporally Heterogeneous Increase in High Frequencies

open access: yesAdvanced Science, EarlyView.
This work explores the process of morning awakening of the human brain using polysomnography paired with simultaneous stereo‐electroencephalography, a method that provides high spatial and temporal resolution for examining brain activity. Awakening is characterized by an increase in high‐frequency spectral power and connectivity.
Tamir Avigdor   +5 more
wiley   +1 more source

UniMap: Type‐Level Integration Enhances Biological Preservation and Interpretability in Single‐Cell Annotation

open access: yesAdvanced Science, EarlyView.
UniMap introduces a novel multiselective adversarial network that functions as a discerner in single‐cell dataset integration. It enables type‐level integration, ensuring accurate cell type annotation across diverse biological contexts while preserving shared and domain‐specific features.
Haitao Hu   +11 more
wiley   +1 more source

Stability and bifurcation analysis of a 2DOF dynamical system with piezoelectric device and feedback control. [PDF]

open access: yesSci Rep
Bahnasy TA   +5 more
europepmc   +1 more source

Epileptiform Activity and Seizure Risk Follow Long‐Term Non‐Linear Attractor Dynamics

open access: yesAdvanced Science, EarlyView.
This study leverages the HAVOK framework to model long‐term, nonlinear attractor dynamics underlying epileptiform activity and seizure risk in epilepsy patients. By identifying key forcing mechanisms driving chaotic transitions, the findings improve seizure risk forecasting over multi‐day cycles and provide a pathway for personalized, data‐driven ...
Richard E Rosch   +4 more
wiley   +1 more source

MARBLE: interpretable representations of neural population dynamics using geometric deep learning. [PDF]

open access: yesNat Methods
Gosztolai A   +4 more
europepmc   +1 more source

scHeteroNet: A Heterophily‐Aware Graph Neural Network for Accurate Cell Type Annotation and Novel Cell Detection

open access: yesAdvanced Science, EarlyView.
scHeteroNet) is a novel graph neural network model that explicitly addresses heterophily in single‐cell sequencing data enabling accurate cell type annotation and novel cell type discovery. By leveraging heterophily‐aware message passing and novelty propagation mechanisms, scHeteroNet achieves superior performance in both cell annotation and detection ...
Jiacheng Liu   +7 more
wiley   +1 more source

Conditional Overexpression of Serpine2 Promotes Hair Cell Regeneration from Lgr5+ Progenitors in the Neonatal Mouse Cochlea

open access: yesAdvanced Science, EarlyView.
This study indicates that Serpine2 plays a pivotal role in hair cell (HC) regeneration from Lgr5+ progenitors in the neonatal mouse cochlea. Conditional overexpression of Serpine2 in cochlear Lgr5+ progenitors results in a significantly increased number of ectopic HCs, particularly ectopic inner HCs, and these HCs are likely derived from Lgr5 ...
Hairong Xiao   +14 more
wiley   +1 more source

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