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EEG

Electroencephalography epilepsy

Papers

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Showing 551–600 of 2431 papers

TitleStatusHype
Decoding P300 Variability using Convolutional Neural NetworksCode0
Classification of multivariate weakly-labelled time-series with attentionCode0
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural NetworkCode0
Alzheimer's disease detection in PSG signalsCode0
Are uGLAD? Time will tell!Code0
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing SignalsCode0
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural NetworksCode0
Classification of High-Dimensional Motor Imagery Tasks based on An End-to-end role assigned convolutional neural networkCode0
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion modelsCode0
Data-Efficient Sleep Staging with Synthetic Time Series PretrainingCode0
Dataset combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigmsCode0
Cueless EEG imagined speech for subject identification: dataset and benchmarksCode0
Classification of epileptic seizures in EEG data based on iterative gated graph convolution networkCode0
CSSSTN: A Class-sensitive Subject-to-subject Semantic Style Transfer Network for EEG Classification in RSVP TasksCode0
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDACode0
EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive NetworkCode0
A deep learning architecture to detect events in EEG signals during sleepCode0
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown InputsCode0
Coupled generator decomposition for fusion of electro- and magnetoencephalography dataCode0
Coupled Support Tensor Machine Classification for Multimodal Neuroimaging DataCode0
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG SignalsCode0
Signal2Image Modules in Deep Neural Networks for EEG ClassificationCode0
Convolutional Monge Mapping Normalization for learning on sleep dataCode0
Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIsCode0
Cross-Modal Epileptic Signal Harmonization: Frequency Domain Mapping Quantization for Pre-training a Unified Neurophysiological TransformerCode0
Context tree selection for functional dataCode0
Classification of BCI-EEG based on augmented covariance matrixCode0
Consumer-grade EEG-based Eye TrackingCode0
ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEGCode0
Effect of Kernel Size on CNN-Vision-Transformer-Based Gaze Prediction Using Electroencephalography DataCode0
Efficient and faithful reconstruction of dynamical attractors using homogeneous differentiatorsCode0
Efficient Estimation of Unique Components in Independent Component Analysis by Matrix RepresentationCode0
Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signalsCode0
EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenariosCode0
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interfaceCode0
EEGsig: an open-source machine learning-based toolbox for EEG signal processingCode0
Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracyCode0
Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain AdaptationCode0
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRICode0
Classification of Autism Spectrum Disorder Using Supervised Learning of Brain Connectivity Measures Extracted from Synchrostates—0
Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir—0
A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram—0
Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods—0
Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement—0
A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals—0
Classification at the Accuracy Limit -- Facing the Problem of Data Ambiguity—0
Classification and Recognition of Encrypted EEG Data Neural Network—0
A quality control analysis of the resting state hypothesis via permutation entropy on EEG recordings—0
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data—0
CLARA: Clinical Report Auto-completion—0
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