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EEG

Electroencephalography epilepsy

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Showing 651–700 of 2431 papers

TitleStatusHype
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine InterfacesCode0
EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG—0
Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications—0
Variability in Grasp Type Distinction for Myoelectric Prosthesis Control Using a Non-Invasive Brain-Machine Interface—0
ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals—0
BrainDecoder: Style-Based Visual Decoding of EEG Signals—0
Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review—0
A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data—0
MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG ClassificationCode0
Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG—0
Dual-TSST: A Dual-Branch Temporal-Spectral-Spatial Transformer Model for EEG Decoding—0
NeuroSpex: Neuro-Guided Speaker Extraction with Cross-Modal Attention—0
Anti-seizure medication load is not correlated with early termination of seizure spread—0
A Novel Audio-Visual Information Fusion System for Mental Disorders Detection—0
Comparison of Epilepsy Induced by Ischemic Hypoxic Brain Injury and Hypoglycemic Brain Injury using Multilevel Fusion of Data Features—0
EEG-Language Modeling for Pathology Detection—0
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging—0
Efficient Estimation of Unique Components in Independent Component Analysis by Matrix RepresentationCode0
Passenger hazard perception based on EEG signals for highly automated driving vehicles—0
Classification of epileptic seizures in EEG data based on iterative gated graph convolution networkCode0
BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding—0
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface—0
Symbolic dynamics of joint brain states during dyadic coordinationCode0
Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis—0
Recording Brain Activity While Listening to Music Using Wearable EEG Devices Combined with Bidirectional Long Short-Term Memory Networks—0
EEG-Defender: Defending against Jailbreak through Early Exit Generation of Large Language Models—0
AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout—0
Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals—0
Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks—0
EEG Right & Left Voluntary Hand Movement-based Virtual Brain-Computer Interfacing Keyboard Using Hybrid Deep Learning Approach—0
EEG-SCMM: Soft Contrastive Masked Modeling for Cross-Corpus EEG-Based Emotion Recognition—0
Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain—0
A Single Channel-Based Neonatal Sleep-Wake Classification using Hjorth Parameters and Improved Gradient Boosting—0
Classification of High-dimensional Time Series in Spectral Domain using Explainable Features—0
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language ModelsCode0
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency—0
A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective—0
A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities—0
A Deep Generative Model for Five-Class Sleep Staging with Arbitrary Sensor Input—0
Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings—0
Effect of Kernel Size on CNN-Vision-Transformer-Based Gaze Prediction Using Electroencephalography DataCode0
EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures—0
Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-ProcessingCode0
Single-channel electroencephalography decomposition by detector-atom network and its pre-trained modelCode0
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation—0
Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations—0
Exploration of LLMs, EEG, and behavioral data to measure and support attention and sleep—0
Recording First-person Experiences to Build a New Type of Foundation Model—0
DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis—0
DeepSpeech models show Human-like Performance and Processing of Cochlear Implant Inputs—0
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