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EEG

Electroencephalography epilepsy

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Showing 2351–2400 of 2431 papers

TitleStatusHype
Noise-based cyberattacks generating fake P300 waves in brain–computer interfacesCode0
Enhancing Neural Network Interpretability with Feature-Aligned Sparse AutoencodersCode0
Real-time classification of EEG signals using Machine Learning deploymentCode0
Aggregating Intrinsic Information to Enhance BCI Performance through Federated LearningCode0
Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for NeurohumanitiesCode0
An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning ApproachCode0
Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer InterfacesCode0
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDACode0
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language ModelsCode0
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural NetworkCode0
Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence PredictionCode0
Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a CNN TransformerCode0
Localization of Brain Activity from EEG/MEG Using MV-PURE FrameworkCode0
Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation PatchingCode0
CARLA: Adjusted common average referencing for cortico-cortical evoked potential dataCode0
Short-length SSVEP data extension by a novel generative adversarial networks based frameworkCode0
Nonparametric Modeling of Dynamic Functional Connectivity in fMRI DataCode0
Cross-Modal Epileptic Signal Harmonization: Frequency Domain Mapping Quantization for Pre-training a Unified Neurophysiological TransformerCode0
Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEGCode0
Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain AdaptationCode0
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine InterfacesCode0
Uncertainty Detection and Reduction in Neural Decoding of EEG SignalsCode0
Signal2Image Modules in Deep Neural Networks for EEG ClassificationCode0
Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracyCode0
Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural StimuliCode0
M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker ExtractionCode0
Strengthening the Training of Convolutional Neural Networks By Using Walsh MatrixCode0
NSSI-Net: Multi-Concept Generative Adversarial Network for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG Signals in a Semi-Supervised Learning FrameworkCode0
NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI SynthesisCode0
Using Ear-EEG to Decode Auditory Attention in Multiple-speaker EnvironmentCode0
Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain AdaptationCode0
Are uGLAD? Time will tell!Code0
A Framework to Evaluate Independent Component Analysis applied to EEG signal: testing on the Picard algorithmCode0
CARE-rCortex: a Matlab toolbox for the analysis of CArdio-REspiratory-related activity in the CortexCode0
Simulation of Neural Responses to Classical Music Using Organoid Intelligence MethodsCode0
Applying advanced machine learning models to classify electro-physiological activity of human brain for use in biometric identificationCode0
Recurrent Neural Networks for P300-based BCICode0
Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmarkCode0
Recursive Estimation of User Intent from Noninvasive Electroencephalography using Discriminative ModelsCode0
Coupled Support Tensor Machine Classification for Multimodal Neuroimaging DataCode0
Analysis of EEG signals of blinking patterns in order to control a wheelchair for people with ALSCode0
YARE-GAN: Yet Another Resting State EEG-GANCode0
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNetsCode0
The Portiloop: a deep learning-based open science tool for closed-loop brain stimulationCode0
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG DataCode0
Manifold Embedded Knowledge Transfer for Brain-Computer InterfacesCode0
Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep NetworksCode0
Manifold-regression to predict from MEG/EEG brain signals without source modelingCode0
The role of data partitioning on the performance of EEG-based deep learning models in supervised cross-subject analysis: a preliminary studyCode0
Improving Clinician Performance in Classification of EEG Patterns on the Ictal-Interictal-Injury Continuum using Interpretable Machine LearningCode0
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