TinyML Seizure Detector Balances Accuracy and Uncertainty on Edge Devices
A new TinyML framework using Kolmogorov–Arnold Networks enables uncertainty-aware epileptic seizure detection on edge devices, achieving 94.87% accuracy with an ...
Tag: EEG
Rare UBE3A Variant Linked to Angelman Syndrome in Toddler
A case report documents a rare UBE3A variant in a toddler with developmental delay and abnormal EEG findings suggestive of ...
Generative AI Enhances Brain-Computer Interface Accuracy and Resolution
A 2024 review in BMC Biomedical Engineering details how generative AI techniques are enhancing brain-computer interface accuracy, resolution, and cross-subject ...
Food Addiction Links to Impaired Decision-Making in Exploratory Neurobehavioral Study
An exploratory study of 142 participants found that individuals with food addiction exhibited significant impairments in reward-based decision-making despite minimal ...
Reduced-Channel EEG Achieves 92% Seizure Classification Accuracy
A new machine learning framework using reduced-channel EEG and variational mode decomposition achieves 92.16% accuracy in classifying nine types of ...
EEG Detects Familiar Faces in Rapid Visual Streams
A study in Brain Informatics shows that EEG can detect when personally familiar faces break through into conscious awareness during ...
New Algorithm Predicts Epileptic Seizures Using Two EEG Channels
A new patient-specific algorithm uses two EEG channels and cepstrum analysis to predict epileptic seizures with high accuracy and low ...
New EEG Network Tracks Emotions Across Time and Space
A new deep learning framework called SSA-MTSNet improves EEG-based emotion recognition by jointly modeling spectral, spatial, and temporal dynamics, achieving ...
Delay-Aligned Network Boosts Decoding in Hybrid Brain–Computer Interfaces
Researchers developed NVC-DSDNet to align neurovascular delays and disentangle multimodal features in hybrid EEG–fNIRS brain–computer interfaces.
Federated EEG Learning Leaks Privacy Despite Local Data
A new study reveals that federated learning for EEG data remains vulnerable to privacy attacks, though differential privacy can significantly ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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