| Dyadic aggregated autoregressive (DASAR) model for time-frequency representation of biomedical signals | May 13, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral Features | May 11, 2021 | ClassificationDeep Learning | CodeCode Available | 0 |
| Normative brain mapping of interictal intracranial EEG to localise epileptogenic tissue | May 10, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Long-term changes in functional connectivity predict responses to intracranial stimulation of the human brain | May 6, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach | May 6, 2021 | Dimensionality ReductionEEG | CodeCode Available | 0 |
| A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction | May 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback | Apr 30, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Distilling EEG Representations via Capsules for Affective Computing | Apr 30, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG | Apr 28, 2021 | DiagnosticDomain Adaptation | —Unverified | 0 |
| Algoritmos de minería de datos en la industria sanitaria | Apr 19, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes | Apr 19, 2021 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder | Apr 16, 2021 | DenoisingEEG | —Unverified | 0 |
| Identification of mental fatigue in language comprehension tasks based on EEG and deep learning | Apr 14, 2021 | ClassificationEEG | —Unverified | 0 |
| Decoding of the Walking States and Step Rates from Cortical Electrocorticogram Signals | Apr 14, 2021 | DecoderEEG | —Unverified | 0 |
| Toward asynchronous EEG-based BCI: Detecting imagined words segments in continuous EEG signals | Apr 13, 2021 | Brain Computer InterfaceEEG | CodeCode Available | 0 |
| Temporal EigenPAC for dyslexia diagnosis | Apr 13, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis | Apr 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring | Apr 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SFE-Net: EEG-based Emotion Recognition with Symmetrical Spatial Feature Extraction | Apr 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neurological Status Classification Using Convolutional Neural Network | Apr 1, 2021 | ClassificationEEG | —Unverified | 0 |
| Strengthening the Training of Convolutional Neural Networks By Using Walsh Matrix | Mar 31, 2021 | ClassificationEEG | CodeCode Available | 0 |
| Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal | Mar 30, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Does Double Biofeedback Affect Functional Hemispheric Asymmetry and Activity? A Pilot Study | Mar 30, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Product semantics translation from brain activity via adversarial learning | Mar 29, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Retrieving Event-related Human Brain Dynamics from Natural Sentence Reading | Mar 29, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Verifying Design through Generative Visualization of Neural Activities | Mar 28, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy | Mar 26, 2021 | Computational EfficiencyEEG | —Unverified | 0 |
| Source Aware Deep Learning Framework for Hand Kinematic Reconstruction using EEG Signal | Mar 25, 2021 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Review Dry and Non-Contact EEG Electrodes for 2010-2021 Years | Mar 23, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural Network | Mar 19, 2021 | Brain Computer InterfaceClassification | CodeCode Available | 0 |
| Progress in neural networks for EEG signal recognition in 2021 | Mar 19, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Genetic algorithm for feature selection of EEG heterogeneous data | Mar 12, 2021 | BenchmarkingEEG | —Unverified | 0 |
| Deep Multiway Canonical Correlation Analysis for Multi-Subject EEG Normalization | Mar 11, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing | Mar 10, 2021 | DecoderEEG | —Unverified | 0 |
| CNNATT: Deep EEG & fNIRS Real-Time Decoding of bimanual forces | Mar 9, 2021 | DecoderEEG | —Unverified | 0 |
| Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding | Mar 9, 2021 | Brain Computer InterfaceDecoder | —Unverified | 0 |
| HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks | Mar 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Prefrontal cortex functional connectivity based on simultaneous record of electrical and hemodynamic responses associated with mental stress | Mar 8, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Ensemble approach for detection of depression using EEG features | Mar 7, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition | Mar 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Adaptive Gaussian Fuzzy Classifier for Real-Time Emotion Recognition in Computer Games | Mar 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models | Mar 5, 2021 | Atrial Fibrillation DetectionClassification | —Unverified | 0 |
| Real Time Vigilance Detection using Frontal EEG | Mar 3, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network | Mar 3, 2021 | ClassificationEEG | —Unverified | 0 |
| The Spatial Selective Auditory Attention of Cochlear Implant Users in Different Conversational Sound Levels | Mar 3, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Decoding Event-related Potential from Ear-EEG Signals based on Ensemble Convolutional Neural Networks in Ambulatory Environment | Mar 3, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Neuronal heterogeneity modulates phase-synchronization between unidirectionally coupled populations with excitation-inhibition balance | Mar 2, 2021 | DiversityEEG | —Unverified | 0 |
| Decoding and interpreting cortical signals with a compact convolutional neural network | Mar 2, 2021 | Brain DecodingEEG | —Unverified | 0 |
| DM algorithms in healthindustry | Mar 2, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| CLPVG: Circular limited penetrable visibility graph as a new network model for time series | Mar 1, 2021 | ClusteringEEG | —Unverified | 0 |