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EEG

Electroencephalography epilepsy

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Showing 851–900 of 2431 papers

TitleStatusHype
A standardised open science framework for sharing and re-analysing neural data acquired to continuous stimuli—0
Structure-Preserving Transformers for Sequences of SPD MatricesCode1
A DenseNet-based method for decoding auditory spatial attention with EEGCode1
Diminished circadian and ultradian rhythms of human brain activity in pathological tissue in vivo—0
Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample VicinityCode1
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
A Strong and Simple Deep Learning Baseline for BCI MI DecodingCode1
Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability—0
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion modelsCode0
Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification—0
DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection—0
Early warning indicators via latent stochastic dynamical systems—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
An Emotion Recognition Embedded System using a Lightweight Deep Learning ModelCode0
Can humans help BERT gain "confidence"?—0
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion RecognitionCode1
Entropy-based machine learning model for diagnosis and monitoring of Parkinson's Disease in smart IoT environment—0
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems—0
EEG-Derived Voice Signature for Attended Speaker Detection—0
A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training—0
Decoding Natural Images from EEG for Object RecognitionCode1
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
Aggregating Intrinsic Information to Enhance BCI Performance through Federated LearningCode0
A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals—0
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
Deep Learning Architecture for Motor Imaged Words—0
Evaluation of Parkinsons disease with early diagnosis using single-channel EEG features and auditory cognitive assessment—0
Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-Processing Techniques and Machine Learning Models—0
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning—0
ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG DataCode1
The role of vowel and consonant onsets in neural tracking of natural speech—0
Feature Reweighting for EEG-based Motor Imagery Classification—0
Evaluating the structure of cognitive tasks with transfer learning—0
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals—0
Quantifying interictal intracranial EEG to predict focal epilepsy—0
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