MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition

Information Science, Computer Science, Artificial Intelligence, Medicine, Psychiatry, Neurology, Clinical Psychology, Medical Imaging,
EEG signals   emotion recognition   temporal convolutional neural network   space-aware   continuous regression   discrete classification   multi-anchor fusion  

A Breakthrough in EEG Emotion Recognition: The Proposal and Experimental Analysis of the MASA-TCN Unified Model Academic Background and Research Motivation Human emotion recognition has long been a popular research direction in neuroscience, artificial intelligence, and human-computer interaction. Automatic identification of individual emotional st...

WavRX: A Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model

Information Science, Computer Science, Artificial Intelligence, Medicine, Respiratory System, Environmental and Public Health, Psychiatry, Neurology, Oncology,
speech health diagnostics   disease-agnostic   privacy-preserving   generalizability   health embeddings   modulation dynamics   pathological speech  

New Breakthrough in Disease-Agnostic Remote Speech Health Diagnostic Models—An Interpretation of “wavrx: a disease-agnostic, generalizable, and privacy-preserving speech health diagnostic model” 1. Research Background and Introduction With the ongoing rise in demand for telemedicine and health management, realizing real-time, non-invasive, and auto...

Evomoe: Evolutionary Mixture-of-Experts for SSVEP-EEG Classification with User-Independent Training

Information Science, Computer Science, Artificial Intelligence, Medicine, Neurology, Life Sciences, Bioengineering, Biophysics,
brain-computer interface   electroencephalography   evolutionary mixture of experts   individual differences   user-independent training   SSVEP   transfer learning  

Interpretation of “EVOMOE: Evolutionary Mixture-of-Experts for SSVEP-EEG Classification with User-Independent Training” 1. Research Background and Problem Statement Brain-computer interface (BCI) technology has recently shown broad application prospects in neuroengineering, assistive technology for disabilities, rehabilitation, emotion recognition,...

Aging Promotes Reactivation of the Barr Body at Distal Chromosome Regions

Medicine, Rheumatology and Immunology, Obstetrics and Gynecology, Geriatrics, Neurology, Cardiovascular System, Life Sciences, Cell Biology, Biochemistry, Immunology, Genetics,
aging   Barr body   X chromosome inactivation   escape genes   chromatin accessibility   sex differences   epigenetics  

1. Academic Background: The Mysterious Link between X Chromosome Inactivation and Aging In mammals, females possess two X chromosomes while males have only one. To maintain gene dosage balance between the sexes, females undergo a process called X chromosome inactivation (XCI) early in development, in which one of the two X chromosomes is randomly s...

Harnessing a Noncanonical Vestibular Input in the Head-Direction Network to Rectify Age-Related Navigational Deficits

Medicine, Basic Medical Sciences, Geriatrics, Neurology, Life Sciences, Cell Biology,
noncanonical vestibular input   head-direction network   navigation   aging   neural circuits   synaptic plasticity   cognitive decline  

Bypassing Canonical Pathways: Uncovering a “Noncanonical” Vestibular Input for Correcting Age-Related Navigational Deficits — An Analysis of “harnessing a noncanonical vestibular input in the head-direction network to rectify age-related navigational deficits” 1. Academic Background: Why Focus on Age-Related Navigational Deficits? Spatial navigatio...

Pace of Aging Analysis of Healthspan and Lifespan in Older Adults in the US and UK

Medicine, Respiratory System, Environmental and Public Health, Geriatrics, Neurology, Hematology, Life Sciences, Genetics,
pace of aging   healthspan   biomarkers   epidemiology   United States   United Kingdom   aging population  

— Longitudinal Population Analysis Based on the “Pace of Aging” Method 1. Research Background and Scientific Significance With the acceleration of global population aging, objectively measuring and improving the health status of the elderly has become an important issue in social policy and public health worldwide. Traditionally, measurements of po...