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EEG

Electroencephalography epilepsy

Papers

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Showing 1651–1700 of 2431 papers

TitleStatusHype
Update on the multimodal pathophysiological dataset of gradual cerebral ischemia in a cohort of juvenile pigs: auditory, sensory and high-frequency sensory evoked potentials—0
Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition—0
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection—0
A New Neuromorphic Computing Approach for Epileptic Seizure Prediction—0
Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification—0
Characterising Alzheimer's Disease with EEG-based Energy Landscape AnalysisCode0
Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization—0
Decoding EEG Brain Activity for Multi-Modal Natural Language Processing—0
Analysis of EEG data using complex geometric structurization—0
EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks—0
Classification of multivariate weakly-labelled time-series with attentionCode0
Orthogonal Features-based EEG Signal Denoising using Fractionally Compressed AutoEncoder—0
On the use of generative deep neural networks to synthesize artificial multichannel EEG signals—0
Geometric feature performance under downsampling for EEG classification tasks—0
EEGs disclose significant brain activity correlated with synaptic fickleness—0
Mind the beat: detecting audio onsets from EEG recordings of music listening—0
End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax—0
Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning—0
RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020Code0
A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure predictionCode0
Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface—0
Few-shot time series segmentation using prototype-defined infinite hidden Markov models—0
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition—0
ScalingNet: extracting features from raw EEG data for emotion recognition—0
Coherence of Working Memory Study Between Deep Neural Network and Neurophysiology—0
Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review—0
Probabilistic Learning Vector Quantization on Manifold of Symmetric Positive Definite Matrices—0
FOIT: Fast Online Instance Transfer for Improved EEG Emotion RecognitionCode0
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG DataCode0
Study on Compressed Sensing of Action Potential—0
Mining the Mind: Linear Discriminant Analysis of MEG source reconstruction time series supports dynamic changes in deep brain regions during meditation sessions—0
Efficient Video Summarization Framework using EEG and Eye-tracking Signals—0
A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram—0
Online LDA based brain-computer interface system to aid disabled people—0
Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis—0
Analysis of Relation between Motor Activity and Imaginary EEG Records—0
Sinc-based convolutional neural networks for EEG-BCI-based motor imagery classification—0
Emotional EEG Classification using Connectivity Features and Convolutional Neural Networks—0
HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction—0
Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions—0
4D Attention-based Neural Network for EEG Emotion Recognition—0
Real or Virtual? Using Brain Activity Patterns to differentiate Attended Targets during Augmented Reality Scenarios—0
Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information—0
MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging—0
Assessment of Subjective Creativity Skill Using EEG Induced Capsule Network—0
Conex-Connect: Learning Patterns in Extremal Brain Connectivity From Multi-Channel EEG Data—0
Joint Learning of Full-structure Noise in Hierarchical Bayesian Regression ModelsCode0
Linking Attention-Based Multiscale CNN With Dynamical GCN for Driving Fatigue Detection—0
Towards Real-World BCI: CCSPNet, A Compact Subject-Independent Motor Imagery FrameworkCode0
Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals—0
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