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EEG

Electroencephalography epilepsy

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Showing 1051–1100 of 2431 papers

TitleStatusHype
Deep Learning for scalp High Frequency Oscillations Identification—0
Source-free Subject Adaptation for EEG-based Visual RecognitionCode2
Self-Organization Towards 1/f Noise in Deep Neural NetworksCode0
Interpretable Classification of Early Stage Parkinson's Disease from EEG—0
Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition—0
Extracting continuous sleep depth from EEG data without machine learning—0
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG SignalsCode0
Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions—0
Causal Recurrent Variational Autoencoder for Medical Time Series GenerationCode1
Hearables: Ear EEG Based Driver Fatigue Detection—0
Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes—0
Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification—0
Short-length SSVEP data extension by a novel generative adversarial networks based frameworkCode0
BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation—0
CLASH: Contrastive learning through alignment shifting to extract stimulus information from EEG—0
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep StagingCode1
A Novel Power-optimized CMOS sEMG Device with Ultra Low-noise integrated with ConvNet (VGG16) for Biomedical Applications—0
Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction—0
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEGCode1
Detecting Information Relays in Deep Neural Networks—0
Understanding EEG signals for subject-wise Definition of Armoni Activities—0
Towards Voice Reconstruction from EEG during Imagined SpeechCode1
Neural criticality from effective latent variables—0
RaspberryPi to measure EEG, ECG, EMG and EOG with Shield PiEEG—0
MindBigData 2022 A Large Dataset of Brain Signals—0
Cortical Xi-Alpha model for resting state electric neuronal activity—0
AMDET: Attention based Multiple Dimensions EEG Transformer for Emotion Recognition—0
A Wearable EEG System for Closed-Loop Neuromodulation of High-Frequency Sleep-Related Oscillations—0
Deep Riemannian Networks for End-to-End EEG DecodingCode0
Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods—0
A unified information-theoretic model of EEG signatures of human language processing—0
Calibration-Free Driver Drowsiness Classification based on Manifold-Level AugmentationCode0
Hybrid Paradigm-based Brain-Computer Interface for Robotic Arm Control—0
Overview of The MediaEval 2022 Predicting Video Memorability Task—0
CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals—0
Nonparametric Independent Component Analysis for the Sources with Mixed Spectra—0
Classification of Distraction Levels Using Hybrid Deep Neural Networks From EEG Signals—0
Changes in Power and Information Flow in Resting-state EEG by Working Memory Process—0
Neural Underpinnings of Decoupled Ethical Behavior in Adolescents as an Interaction of Peer and Personal Values—0
A Hybrid Brain-Computer Interface Using Motor Imagery and SSVEP Based on Convolutional Neural Network—0
EEG Opto-processor: epileptic seizure detection using diffractive photonic computing units—0
EEG-NeXt: A Modernized ConvNet for The Classification of Cognitive Activity from EEG—0
Closed loop BCI System for Cybathlon 2020Code1
Enhancing Low-Density EEG-Based Brain-Computer Interfaces with Similarity-Keeping Knowledge DistillationCode1
Nonlinear and Machine Learning Analyses on High-Density EEG data of Math Experts and Novices—0
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces—0
Inferring latent neural sources via deep transcoding of simultaneously acquired EEG and fMRI—0
Target-centered Subject Transfer Framework for EEG Data Augmentation—0
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain PhysiologyCode0
Power Spectral Density-Based Resting-State EEG Classification of First-Episode Psychosis—0
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