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EEG

Electroencephalography epilepsy

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Showing 1001–1050 of 2431 papers

TitleStatusHype
Threshold distribution of equal states for quantitative amplitude fluctuations—0
A Multi-channel EEG Data Analysis for Poor Neuro-prognostication in Comatose Patients with Self and Cross-channel Attention Mechanism—0
Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep LearningCode0
A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation—0
BELT:Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision—0
A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification—0
Phase Synchrony Component Self-Organization in Brain Computer Interface—0
Intentional binding enhances hybrid BCI control—0
SCVCNet: Sliding cross-vector convolution network for cross-task and inter-individual-set EEG-based cognitive workload recognitionCode0
A Multi Constrained Transformer-BiLSTM Guided Network for Automated Sleep Stage Classification from Single-Channel EEG—0
Markov Chain-Guided Graph Construction and Sampling Depth Optimization for EEG-Based Mental Disorder Detection—0
Epileptic seizure forecasting with long short-term memory (LSTM) neural networks—0
Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer—0
mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink DetectionCode0
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology—0
A standardised open science framework for sharing and re-analysing neural data acquired to continuous stimuli—0
Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023—0
Diminished circadian and ultradian rhythms of human brain activity in pathological tissue in vivo—0
Sleep Stage Classification Using a Pre-trained Deep Learning Model—0
Systematic Review of Experimental Paradigms and Deep Neural Networks for Electroencephalography-Based Cognitive Workload Detection—0
Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability—0
Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification—0
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion modelsCode0
Early warning indicators via latent stochastic dynamical systems—0
DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection—0
Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach—0
RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised LearningCode0
Can humans help BERT gain "confidence"?—0
An Emotion Recognition Embedded System using a Lightweight Deep Learning ModelCode0
EEG-Derived Voice Signature for Attended Speaker Detection—0
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems—0
Entropy-based machine learning model for diagnosis and monitoring of Parkinson's Disease in smart IoT environment—0
A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training—0
EOG Artifact Removal from Single and Multi-channel EEG Recordings through the combination of Long Short-Term Memory Networks and Independent Component Analysis—0
State-transition dynamics of resting-state functional magnetic resonance imaging data: Model comparison and test-to-retest analysisCode0
Functional Graph Contrastive Learning of Hyperscanning EEG Reveals Emotional Contagion Evoked by Stereotype-Based Stressors—0
Pseudo-online framework for BCI evaluation: A MOABB perspective—0
Large Transformers are Better EEG LearnersCode0
Distributionally Robust Cross Subject EEG Decoding—0
Path Signatures for Seizure Forecasting—0
Neurological Prognostication of Post-Cardiac-Arrest Coma Patients Using EEG Data: A Dynamic Survival Analysis Framework with Competing RisksCode0
Memories in the Making: Predicting Video Memorability with Encoding Phase EEG—0
Advancing Brain-Computer Interface System Performance in Hand Trajectory Estimation with NeuroKinect—0
A distributed neural network architecture for dynamic sensor selection with application to bandwidth-constrained body-sensor networks—0
A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals—0
Aggregating Intrinsic Information to Enhance BCI Performance through Federated LearningCode0
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition—0
Human Behavior-based Personalized Meal Recommendation and Menu Planning Social System—0
EEG-based Emotion Style Transfer Network for Cross-dataset Emotion Recognition—0
An Interpretable and Attention-based Method for Gaze Estimation Using Electroencephalography—0
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