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EEG

Electroencephalography epilepsy

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Showing 401–450 of 2431 papers

TitleStatusHype
Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review—0
Translating Mental Imaginations into Characters with Codebooks and Dynamics-Enhanced Decoding—0
Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach—0
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals—0
EEGUnity: Open-Source Tool in Facilitating Unified EEG Datasets Towards Large-Scale EEG ModelCode2
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition—0
Designing Pre-training Datasets from Unlabeled Data for EEG Classification with Transformers—0
Encoder with the Empirical Mode Decomposition (EMD) to remove muscle artefacts from EEG signal—0
BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance—0
Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG Representative Learning—0
Compensatory Mechanisms in Non-principal Multimedia Learning: The Interplay of Local and Global Information Processing—0
EEG-based Decoding of Selective Visual Attention in Superimposed VideosCode0
Optimizing food taste sensory evaluation through neural network-based taste electroencephalogram channel selection—0
Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement—0
FoME: A Foundation Model for EEG using Adaptive Temporal-Lateral Attention ScalingCode0
NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI SynthesisCode0
Accelerated Algorithms for Source Orientation Detection (AORI) and Spatiotemporal LCMV (ALCMV) Beamforming in EEG Source Localization—0
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion ModelsCode2
An Ultra-Low Power Wearable BMI System with Continual Learning CapabilitiesCode0
Towards a Quantitative Theory of Digraph-Based Complexes and its Applications in Brain Network Analysis—0
Enhancing EEG Signal Generation through a Hybrid Approach Integrating Reinforcement Learning and Diffusion Models—0
SEE: Semantically Aligned EEG-to-Text Translation—0
PHemoNet: A Multimodal Network for Physiological SignalsCode2
Using Ear-EEG to Decode Auditory Attention in Multiple-speaker EnvironmentCode0
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine InterfacesCode0
PiEEG-16 to Measure 16 EEG Channels with Raspberry Pi for Brain-Computer Interfaces and EEG devicesCode2
https://arxiv.org/pdf/2409.07491Code2
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
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
BrainDecoder: Style-Based Visual Decoding of EEG Signals—0
PiEEG-16 to Measure 16 EEG Channels with Raspberry Pi for Brain-Computer Interfaces and EEG devicesCode2
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
Comparison of Epilepsy Induced by Ischemic Hypoxic Brain Injury and Hypoglycemic Brain Injury using Multilevel Fusion of Data Features—0
A Novel Audio-Visual Information Fusion System for Mental Disorders Detection—0
EEG-Language Modeling for Pathology Detection—0
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging—0
CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery ClassificationCode3
Efficient Estimation of Unique Components in Independent Component Analysis by Matrix RepresentationCode0
Classification of epileptic seizures in EEG data based on iterative gated graph convolution networkCode0
Passenger hazard perception based on EEG signals for highly automated driving vehicles—0
Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning ApproachCode2
BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding—0
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