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EEG

Electroencephalography epilepsy

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Showing 901–950 of 2431 papers

TitleStatusHype
Convolutional Neural Networks for Automatic Detection of Artifacts from Independent Components Represented in Scalp Topographies of EEG Signals—0
EEG classifier cross-task transfer to avoid training sessions in robot-assisted rehabilitation—0
A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application—0
EEG-connectivity: A fundamental guide and checklist for optimal study design and evaluation—0
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia—0
Convolutional Neural Network Approach for EEG-based Emotion Recognition using Brain Connectivity and its Spatial Information—0
EEG Cortical Source Feature based Hand Kinematics Decoding using Residual CNN-LSTM Neural Network—0
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding—0
EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks—0
EEG decoding with conditional identification information—0
A Systematic Review of EEG-based Machine Intelligence Algorithms for Depression Diagnosis, and Monitoring—0
Amygdala and cortical gamma band responses to emotional faces depend on the attended to valence—0
Advancing Speech Recognition With No Speech Or With Noisy Speech—0
EEG-Derived Voice Signature for Attended Speaker Detection—0
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals—0
EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation—0
A contrastive-learning approach for auditory attention detection—0
EEGDnet: Fusing Non-Local and Local Self-Similarity for 1-D EEG Signal Denoising with 2-D Transformer—0
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior—0
EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG—0
A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding—0
EEG emotion recognition using dynamical graph convolutional neural networks—0
EEGEncoder: Advancing BCI with Transformer-Based Motor Imagery Classification—0
EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task—0
A case study on profiling of an EEG-based brain decoding interface on Cloud and Edge servers—0
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?—0
Contrastive random lead coding for channel-agnostic self-supervision of biosignals—0
EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG Signals—0
EEG fingerprinting: subject specific signature based on the aperiodic component of power spectrum—0
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition—0
EEG for fatigue monitoring—0
EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model—0
EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding—0
EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology—0
A Survey on the Role of Artificial Intelligence in the Prediction and Diagnosis of Schizophrenia—0
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition—0
EEGSN: Towards Efficient Low-latency Decoding of EEG with Graph Spiking Neural Networks—0
Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience—0
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification—0
EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network—0
EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals—0
EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation—0
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond—0
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition—0
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces—0
EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses—0
EEG in the classroom: Synchronised neural recordings during video presentation—0
Continuous Speech Recognition using EEG and Video—0
EEG-Language Modeling for Pathology Detection—0
A Multi-objective Evolutionary Algorithm for EEG Inverse Problem—0
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