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EEG

Electroencephalography epilepsy

Papers

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Showing 2001–2050 of 2431 papers

TitleStatusHype
The Dreem Headband as an Alternative to Polysomnography for EEG Signal Acquisition and Sleep Staging—0
Automated Classification of Seizures against Nonseizures: A Deep Learning Approach—0
Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian—0
Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior—0
Amplifying the Neural Power Spectrum—0
Manifold-regression to predict from MEG/EEG brain signals without source modelingCode0
Simultaneous induction of SSMVEP and SMR Using a Gaiting video stimulus: a novel hybrid brain-computer interface—0
EEG-based Emotional Video Classification via Learning Connectivity StructureCode1
Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface—0
EEG Classification by factoring in Sensor Configuration—0
Utilizing Deep Learning Towards Multi-modal Bio-sensing and Vision-based Affective Computing—0
Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization—0
Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals—0
Classification of Perceived Human Stress using Physiological Signals—0
Explore intrinsic geometry of sleep dynamics and predict sleep stage by unsupervised learning techniques—0
A Novel Bi-hemispheric Discrepancy Model for EEG Emotion Recognition—0
A new model for the implementation of positive and negative emotion recognition—0
Mental Fatigue Monitoring using Brain Dynamics Preferences—0
Neural Causal Discovery with Learnable Input Noise—0
A Review on understanding Brain, and Memory Retention and Recall Processes using EEG and fMRI techniques—0
Universal Joint Feature Extraction for P300 EEG Classification using Multi-task Autoencoder—0
Automatic Emotion Recognition (AER) System based on Two-Level Ensemble of Lightweight Deep CNN Models—0
An Efficient Intelligent System for the Classification of Electroencephalography (EEG) Brain Signals using Nuclear Features for Human Cognitive Tasks—0
Towards a Passive BCI to Induce Lucid Dream—0
Attention-based Transfer Learning for Brain-computer Interface—0
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNetsCode0
A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method—0
Signal2Image Modules in Deep Neural Networks for EEG ClassificationCode0
Classification of Two-channel Signals by Means of Genetic Programming—0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts—0
Hierarchical Deep Feature Learning For Decoding Imagined Speech From EEG—0
Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction—0
Advancing NLP with Cognitive Language Processing SignalsCode0
A Many Objective Optimization Approach for Transfer Learning in EEG Classification—0
Recognition of Advertisement Emotions with Application to Computational Advertising—0
Understanding language-elicited EEG data by predicting it from a fine-tuned language model—0
On the Vulnerability of CNN Classifiers in EEG-Based BCIs—0
Information Theoretic Feature Transformation Learning for Brain Interfaces—0
Cortical Mirror-System Activation During Real-Life Game Playing: An Intracranial Electroencephalography (EEG) Study—0
Adversarial Deep Learning in EEG Biometrics—0
Machine learning approaches in Detecting the Depression from Resting-state Electroencephalogram (EEG): A Review Study—0
An Ensemble Learning Based Classification of Individual Finger Movement from EEG—0
The role of physiological complexity changes in resting-state EEG in clinical effectiveness of rTMS and tDCS in treatments of resistant depression—0
A Novel Independent RNN Approach to Classification of Seizures against Non-seizures—0
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network—0
Early Detection of Mental Stress Using Advanced Neuroimaging and Artificial Intelligence—0
Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy—0
Machine Learning for removing EEG artifacts: Setting the benchmark—0
A semi-supervised deep learning algorithm for abnormal EEG identification—0
Emotion Recognition with Machine Learning Using EEG Signals—0
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