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EEG

Electroencephalography epilepsy

Papers

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Showing 701–750 of 2431 papers

TitleStatusHype
Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification—0
Unified neural field theory of brain dynamics underlying oscillations in Parkinson's disease and generalized epilepsies—0
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG—0
Multiview Graph Learning with Consensus Graph—0
Proactive Emotion Tracker: AI-Driven Continuous Mood and Emotion Monitoring—0
Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer—0
A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals—0
EEG Based Generative Depression Discriminator—0
A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding—0
Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary studyCode0
Functional Linear Non-Gaussian Acyclic Model for Causal Discovery—0
Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework—0
Multifractal organization of EEG signals in Multiple Sclerosis—0
Using i-vectors for subject-independent cross-session EEG transfer learning—0
Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging DataCode0
Analyzing Brain Activity During Learning Tasks with EEG and Machine Learning—0
Window Stacking Meta-Models for Clinical EEG ClassificationCode0
Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals—0
A Temporal-Spectral Fusion Transformer with Subject-Specific Adapter for Enhancing RSVP-BCI DecodingCode0
EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model—0
TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window—0
Wireless Ear EEG to Monitor Drowsiness—0
Comparison of linear and nonlinear methods for decoding selective attention to speech from ear-EEG recordings—0
Multi-Dimensional Framework for EEG Signal Processing and Denoising Through Tensor-based Architecture—0
Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recordingCode1
ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEGCode0
Self-supervised Learning for Electroencephalogram: A Systematic Survey—0
Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG—0
Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns—0
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition—0
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG SignalsCode3
An Unobtrusive and Lightweight Ear-worn System for Continuous Epileptic Seizure Detection—0
A Novel method for Schizophrenia classification using nonlinear features and neural networks—0
MemoryInception: Predicting Neurological Recovery from EEG Using Recurrent InceptionsCode0
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image ReconstructionCode1
Multiagent Copilot Approach for Shared Autonomy between Human EEG and TD3 Deep Reinforcement Learning—0
Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection—0
SelfEEG: A Python library for Self-Supervised Learning in ElectroencephalographyCode1
3D-CLMI: A Motor Imagery EEG Classification Model via Fusion of 3D-CNN and LSTM with Attention—0
Real-Time Diagnostic Integrity Meets Efficiency: A Novel Platform-Agnostic Architecture for Physiological Signal Compression—0
Cross-Subject Data Splitting for Brain-to-Text Decoding—0
Study of cognitive component of auditory attention to natural speech events—0
Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases—0
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classificationCode0
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural NetworksCode0
Enhanced EEG-Based Mental State Classification : A novel approach to eliminate data leakage and improve training optimization for Machine Learning—0
The Expert Knowledge combined with AI outperforms AI Alone in Seizure Onset Zone Localization using resting state fMRI—0
NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection—0
Stress Management Using Virtual Reality-Based Attention Training—0
NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification—0
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