| Neonatal Seizure Detection Using Deep Convolutional Neural Networks |
30 |
| Epileptic Seizure Detection Based on Time-Frequency Images of EEG Signals Using Gaussian Mixture Model and Gray Level Co-Occurrence Matrix Features |
20 |
| Deep Neural Architectures for Mapping Scalp to Intracranial EEG |
19 |
| A Novel Method of Building Functional Brain Network Using Deep Learning Algorithm with Application in Proficiency Detection |
18 |
| Simplified and Yet Turing Universal Spiking Neural P Systems with Communication on Request |
18 |
| Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? |
16 |
| Control of a 7-DOF Robotic Arm System With an SSVEP-Based BCI |
15 |
| Scaled Subprofile Modeling and Convolutional Neural Networks for the Identification of Parkinson's Disease in 3D Nuclear Imaging Data |
15 |
| Integrating EEG and MEG Signals to Improve Motor Imagery Classification in Brain-Computer Interface |
14 |
| Epileptic Seizure Prediction Using Diffusion Distance and Bayesian Linear Discriminate Analysis on Intracranial EEG |
14 |
| A Novel Multilayer Correlation Maximization Model for Improving CCA-Based Frequency Recognition in SSVEP Brain-Computer Interface |
14 |
| Neuronal Activation Detection Using Vector Phase Analysis with Dual Threshold Circles: A Functional Near-Infrared Spectroscopy Study |
13 |
| Short-Term Effects of Binaural Beats on EEG Power, Functional Connectivity, Cognition, Gait and Anxiety in Parkinson's Disease |
13 |
| The Dynamic Brain Networks of Motor Imagery: Time-Varying Causality Analysis of Scalp EEG |
12 |
| Epileptic EEG Identification via LBP Operators on Wavelet Coefficients |
12 |
| Aberrant Thalamocortical Connectivity in Juvenile Myoclonic Epilepsy |
12 |
| Multiscale Entropy Analysis for Recognition of Visually Elicited Negative Stress From EEG Recordings |
11 |
| Principal States of Dynamic Functional Connectivity Reveal the Link Between Resting-State and Task-State Brain: An fMRI Study |
10 |
| Two-Source Validation of Progressive FastICA Peel-Off for Automatic Surface EMG Decomposition in Human First Dorsal Interosseous Muscle |
10 |
| Tangent Space Features-Based Transfer Learning Classification Model for Two-Class Motor Imagery Brain-Computer Interface |
9 |
| Tracking the Reorganization of Module Structure in Time-Varying Weighted Brain Functional Connectivity Networks |
9 |
| Regularized Group Sparse Discriminant Analysis for P300-Based Brain-Computer Interface |
9 |
| Aberrant Prefrontal-Thalamic-Cerebellar Circuit in Schizophrenia and Depression: Evidence From a Possible Causal Connectivity |
8 |
| Multiplex Limited Penetrable Horizontal Visibility Graph from EEG Signals for Driver Fatigue Detection |
8 |
| A Dynamic Window Recognition Algorithm for SSVEP-Based Brain-Computer Interfaces Using a Spatio-Temporal Equalizer |
8 |
| Foreground Detection by Competitive Learning for Varying Input Distributions |
8 |
| Mirror Neurons Modeled Through Spike-Timing-Dependent Plasticity are Affected by Channelopathies Associated with Autism Spectrum Disorder |
8 |
| Characterizing EEG Cortical Dynamics and Connectivity with Responses to Single Pulse Electrical Stimulation (SPES) |
8 |
| Automated Detector of High Frequency Oscillations in Epilepsy Based on Maximum Distributed Peak Points |
8 |
| Epileptic Seizure Detection with EEG Textural Features and Imbalanced Classification Based on EasyEnsemble Learning |
8 |
| Latent Phase Detection of Hypoxic-Ischemic Spike Transients in the EEG of Preterm Fetal Sheep Using Reverse Biorthogonal Wavelets & Fuzzy Classifier |
8 |
| Single-Cell Recordings to Target the Anterior Nucleus of the Thalamus in Deep Brain Stimulation for Patients with Refractory Epilepsy |
7 |
| Electroconvulsive Therapy Induces Cortical Morphological Alterations in Major Depressive Disorder Revealed with Surface-Based Morphometry Analysis |
7 |
| Monitor-Based Spiking Recurrent Network for the Representation of Complex Dynamic Patterns |
7 |
| A Multiple-Plasticity Spiking Neural Network Embedded in a Closed-Loop Control System to Model Cerebellar Pathologies |
7 |
| Extracting and Classifying Spatial Muscle Activation Patterns in Forearm Flexor Muscles Using High-Density Electromyogram Recordings |
7 |
| Performing Multi-Target Regression via a Parameter Sharing-Based Deep Network |
7 |
| From Structure to Activity: Using Centrality Measures to Predict Neuronal Activity |
7 |
| Convergent Time-Varying Regression Models for Data Streams: Tracking Concept Drift by the Recursive Parzen-Based Generalized Regression Neural Networks |
6 |
| Kurtosis-Based Detection of Intracranial High-Frequency Oscillations for the Identification of the Seizure Onset Zone |
6 |
| Performance Prediction for a Near-Infrared Spectroscopy-Brain-Computer Interface Using Resting-State Functional Connectivity of the Prefrontal Cortex |
6 |
| Multi-Objective Genetic Algorithms to Find Most Relevant Volumes of the Brain Related to Alzheimer's Disease and Mild Cognitive Impairment |
6 |
| Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection |
6 |
| Quantification of Graph Complexity Based on the Edge Weight Distribution Balance: Application to Brain Networks |
5 |
| Differential Effects of Simulated Cortical Network Lesions on Synchrony and EEG Complexity |
5 |
| Identification of Hidden Sources by Estimating Instantaneous Causality in High-Dimensional Biomedical Time Series |
5 |
| Model and Analysis for the Onset of Parkinsonian Firing Patterns in a Simplified Basal Ganglia |
5 |
| Dynamic Redistribution of Plasticity in a Cerebellar Spiking Neural Network Reproducing an Associative Learning Task Perturbed by TMS |
5 |
| A Kernel Bayesian Adaptive Resonance Theory with a Topological Structure |
4 |
| Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology |
4 |
