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EEG

Electroencephalography epilepsy

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Showing 651–700 of 2431 papers

TitleStatusHype
Lateral Control of Brain-Controlled Vehicle Based on SVM Probability Output Model—0
Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest—0
Geometric Neural Network based on Phase Space for BCI-EEG decodingCode0
Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets—0
Spatiotemporal Pooling on Appropriate Topological Maps Represented as Two-Dimensional Images for EEG Classification—0
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition—0
FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network—0
EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning—0
Quantum Machine‑Based Decision Support System for the Detection of Schizophrenia from EEG Records—0
ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic SeizuresCode1
NeuSpeech: Decode Neural signal as SpeechCode3
Coupled generator decomposition for fusion of electro- and magnetoencephalography dataCode0
FAST functional connectivity implicates P300 connectivity in working memory deficits in Alzheimer's disease—0
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder—0
EEG classifier cross-task transfer to avoid training sessions in robot-assisted rehabilitation—0
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams—0
ArEEG_Chars: Dataset for Envisioned Speech Recognition using EEG for Arabic Characters—0
Assessing the importance of long-range correlations for deep-learning-based sleep staging—0
Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence—0
A Conversational Brain-Artificial Intelligence InterfaceCode1
Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience—0
Balancing Spectral, Temporal and Spatial Information for EEG-based Alzheimer's Disease Classification—0
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithmsCode1
EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked InputsCode2
Grammaticality illusion or ambiguous interpretation? Event-related potentials reveal the nature of the missing-NP effect in Mandarin centre-embedded structures—0
Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain–Computer Interfaces—0
Knowledge-guided EEG Representation Learning—0
Characterizing Accuracy Trade-offs of EEG Applications on Embedded HMPs—0
Generating Visual Stimuli from EEG Recordings using Transformer-encoder based EEG encoder and GAN—0
RLEEGNet: Integrating Brain-Computer Interfaces with Adaptive AI for Intuitive Responsiveness and High-Accuracy Motor Imagery Classification—0
Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations—0
Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study—0
TMS-EEG Reliability: Bridging the Gap to Clinical Use—0
Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial NetworksCode1
Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform—0
Graph Neural Networks in EEG-based Emotion Recognition: A Survey—0
Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types—0
A Comparative Study of Conventional and Tripolar EEG for High-Performance Reach-to-Grasp BCI Systems—0
Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types—0
Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods—0
Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural StimuliCode0
Advancing EEG/MEG Source Imaging with Geometric-Informed Basis Functions—0
EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation—0
Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods—0
Prediction of multitasking performance post-longitudinal tDCS via EEG-based functional connectivity and machine learning methods—0
Review of algorithms for predicting fatigue using EEG—0
Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge—0
Achieving More Human Brain-Like Vision via Human EEG Representational Alignment—0
Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for NeurohumanitiesCode0
EEG for fatigue monitoring—0
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