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Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 967-987 of 3,743 articles

A Bimodal Deep Learning Architecture for EEG-fNIRS Decoding of Overt and Imagined Speech.

OBJECTIVE: Brain-computer interfaces (BCI) studies are increasingly leveraging different attributes ...

May 2022 PMID: 34874850

Spatial-frequency-temporal convolutional recurrent network for olfactory-enhanced EEG emotion recognition.

BACKGROUND: Multimedia stimulation of brain activity is important for emotion induction. Based on br...

May 2022 PMID: 35588948

Deep-learning-based seizure detection and prediction from electroencephalography signals.

Electroencephalography (EEG) is among the main tools used for analyzing and diagnosing epilepsy. The...

May 2022 PMID: 35077027

A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection.

Recent studies have shown that alpha oscillations (8-13 Hz) enable the decoding of auditory spatial ...

May 2022 PMID: 35679747

An MVMD-CCA Recognition Algorithm in SSVEP-Based BCI and Its Application in Robot Control.

This article proposes a novel recognition algorithm for the steady-state visual evoked potentials (S...

May 2022 PMID: 34951857

Inference of Brain States Under Anesthesia With Meta Learning Based Deep Learning Models.

Monitoring the depth of unconsciousness during anesthesia is beneficial in both clinical settings an...

May 2022 PMID: 35404821

Detection of schizophrenia using hybrid of deep learning and brain effective connectivity image from electroencephalogram signal.

Detection of mental disorders such as schizophrenia (SZ) through investigating brain activities reco...

Apr 2022 PMID: 35504218

Stress Classification Using Brain Signals Based on LSTM Network.

The early diagnosis of stress symptoms is essential for preventing various mental disorder such as d...

Apr 2022 PMID: 35528348

Task-State EEG Signal Classification for Spatial Cognitive Evaluation Based on Multiscale High-Density Convolutional Neural Network.

In this study, a multi-scale high-density convolutional neural network (MHCNN) classification method...

Apr 2022 PMID: 35404820

Predicting Neurological Outcome From Electroencephalogram Dynamics in Comatose Patients After Cardiac Arrest With Deep Learning.

OBJECTIVE: Most cardiac arrest patients who are successfully resuscitated are initially comatose due...

Apr 2022 PMID: 34962860

SCC-MPGCN: self-attention coherence clustering based on multi-pooling graph convolutional network for EEG emotion recognition.

The emotion recognition with electroencephalography (EEG) has been widely studied using the deep lea...

Apr 2022 PMID: 35354132

Key Feature Extraction Method of Electroencephalogram Signal by Independent Component Analysis for Athlete Selection and Training.

Emotion is an important expression generated by human beings to external stimuli in the process of i...

Apr 2022 PMID: 35463256

Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning.

Electroencephalography (EEG) is a brain imaging approach that has been widely used in neuroscience a...

Apr 2022 PMID: 34516381

Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM).

Emotions are an essential part of daily human communication. The emotional states and dynamics of th...

Apr 2022 PMID: 35458962

Psychosocial Factors and Psychological Characteristics of Personality of Patients with Chronic Diseases Using Artificial Intelligence Data Mining Technology and Wireless Network Cloud Service Platform.

It was to explore the application value of health cloud service platform based on data mining algori...

Apr 2022 PMID: 35463263

Neurology

Browse Specialties

A Bimodal Deep Learning Architecture for EEG-fNIRS Decoding of Overt and Imagined Speech.

Spatial-frequency-temporal convolutional recurrent network for olfactory-enhanced EEG emotion recognition.

Deep-learning-based seizure detection and prediction from electroencephalography signals.

A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection.

An MVMD-CCA Recognition Algorithm in SSVEP-Based BCI and Its Application in Robot Control.

Inference of Brain States Under Anesthesia With Meta Learning Based Deep Learning Models.

Detection of schizophrenia using hybrid of deep learning and brain effective connectivity image from electroencephalogram signal.

Stress Classification Using Brain Signals Based on LSTM Network.

Task-State EEG Signal Classification for Spatial Cognitive Evaluation Based on Multiscale High-Density Convolutional Neural Network.

Predicting Neurological Outcome From Electroencephalogram Dynamics in Comatose Patients After Cardiac Arrest With Deep Learning.

SCC-MPGCN: self-attention coherence clustering based on multi-pooling graph convolutional network for EEG emotion recognition.

Key Feature Extraction Method of Electroencephalogram Signal by Independent Component Analysis for Athlete Selection and Training.

Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning.

Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM).

Psychosocial Factors and Psychological Characteristics of Personality of Patients with Chronic Diseases Using Artificial Intelligence Data Mining Technology and Wireless Network Cloud Service Platform.

Danger, high voltage! Using EEG and EOG measurements for cognitive overload detection in a simulated industrial context.

Deep Learning Enabled Diagnosis of Children's ADHD Based on the Big Data of Video Screen Long-Range EEG.

Deep Learning Methods for Multi-Channel EEG-Based Emotion Recognition.

Deep learning resting state functional magnetic resonance imaging lateralization of temporal lobe epilepsy.

Engineering nonlinear epileptic biomarkers using deep learning and Benford's law.

EEG Feature Extraction and Data Augmentation in Emotion Recognition.

Browse Specialties