| The Anatomy of Inference: Generative Models and Brain Structure |
20 |
| Prediction and Classification of Alzheimer's Disease Based on Combined Features From Apolipoprotein-E Genotype, Cerebrospinal Fluid, MR, and FDG-PET Imaging Biomarkers |
14 |
| Optimizing Clinical Assessments in Parkinson's Disease Through the Use of Wearable Sensors and Data Driven Modeling |
11 |
| Recurrent Deep Neural Networks for Real-Time Sleep Stage Classification From Single Channel EEG |
10 |
| Neural Coding With Bursts-Current State and Future Perspectives |
10 |
| Automated Detection of High-Frequency Oscillations in Epilepsy Based on a Convolutional Neural Network |
10 |
| A Comprehensive Review of Magnetoencephalography (MEG) Studies for Brain Functionality in Healthy Aging and Alzheimer's Disease (AD) |
10 |
| Computational Models for Calcium-Mediated Astrocyte Functions |
9 |
| Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation |
9 |
| Unsupervised Feature Learning With Winner-Takes-All Based STDP |
9 |
| Modulation of Spike-Timing Dependent Plasticity: Towards the Inclusion of a Third Factor in Computational Models |
8 |
| Bistable Firing Pattern in a Neural Network Model |
8 |
| Event-Based, Timescale Invariant Unsupervised Online Deep Learning With STDP |
7 |
| The Influence of Preprocessing Steps on Graph Theory Measures Derived from Resting State fMRI |
6 |
| End-to-End Deep Image Reconstruction From Human Brain Activity |
6 |
| The Energy Homeostasis Principle: Neuronal Energy Regulation Drives Local Network Dynamics Generating Behavior |
6 |
| The Application of Unsupervised Clustering Methods to Alzheimer's Disease |
6 |
| Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features |
6 |
| Epileptic Seizure Prediction Based on Permutation Entropy |
6 |
| Enhancing Diagnosis of Autism With Optimized Machine Learning Models and Personal Characteristic Data |
5 |
| Subcritical Hopf Bifurcation and Stochastic Resonance of Electrical Activities in Neuron under Electromagnetic Induction |
5 |
| Self-Consistent Scheme for Spike-Train Power Spectra in Heterogeneous Sparse Networks |
5 |
| A Multi-parametric MRI-Based Radiomics Signature and a Practical ML Model for Stratifying Glioblastoma Patients Based on Survival Toward Precision Oncology |
5 |
| On the Physiological Modulation and Potential Mechanisms Underlying Parieto-Occipital Alpha Oscillations |
5 |
| Beta-Band Resonance and Intrinsic Oscillations in a Biophysically Detailed Model of the Subthalamic Nucleus-Globus Pallidus Network |
5 |
| Modeling Current Sources for Neural Stimulation in COMSOL |
5 |
| Timing Deficits in ADHD: Insights From the Neuroscience of Musical Rhythm |
5 |
| Suppression of Parkinsonian Beta Oscillations by Deep Brain Stimulation: Determination of Effective Protocols |
5 |
| Closed-Loop Deep Brain Stimulation for Refractory Chronic Pain |
5 |
| Initial Unilateral Exposure to Deep Brain Stimulation in Treatment-Resistant Depression Patients Alters Spectral Power in the Subcallosal Cingulate |
4 |
| A Retinotopic Spiking Neural Network System for Accurate Recognition of Moving Objects Using NeuCube and Dynamic Vision Sensors |
4 |
| Novel Approach for Modeling Neural Responses to Joint Perturbations Using the NARMAX Method and a Hierarchical Neural Network |
4 |
| Muscle Synergies Control during Hand-Reaching Tasks in Multiple Directions Post-stroke |
4 |
| Investigation of Visual Stimulus With Various Colors and the Layout for the Oddball Paradigm in Evoked Related Potential-Based Brain Computer Interface |
4 |
| Electroencephalogram-Based Single-Trial Detection of Language Expectation Violations in Listening to Speech |
4 |
| Sensorimotor Synchronization With Auditory and Visual Modalities: Behavioral and Neural Differences |
4 |
| Inception Modules Enhance Brain Tumor Segmentation |
4 |
| Brain Network Analysis and Classification Based on Convolutional Neural Network |
4 |
| Intrinsic Spine Dynamics Are Critical for Recurrent Network Learning in Models With and Without Autism Spectrum Disorder |
4 |
| Non-invasive Decoding of the Motoneurons: A Guided Source Separation Method Based on Convolution Kernel Compensation With Clustered Initial Points |
4 |
| Beta-Rhythm Oscillations and Synchronization Transition in Network Models of Izhikevich Neurons: Effect of Topology and Synaptic Type |
4 |
| Stabilization of a Cart Inverted Pendulum: Improving the Intermittent Feedback Strategy to Match the Limits of Human Performance |
4 |
| Molecular Docking and Dynamic Simulation of AZD3293 and Solanezumab Effects Against BACE1 to Treat Alzheimer's Disease |
4 |
| Optimal Localist and Distributed Coding of Spatiotemporal Spike Patterns Through STDP and Coincidence Detection |
4 |
| Effects of Metabolic Energy on Synaptic Transmission and Dendritic Integration in Pyramidal Neurons |
4 |
| Data Augmentation for Brain-Tumor Segmentation: A Review |
4 |
| Support Vector Machines, Multidimensional Scaling and Magnetic Resonance Imaging Reveal Structural Brain Abnormalities Associated With the Interaction Between Autism Spectrum Disorder and Sex |
3 |
| Underlying Mechanisms of Cooperativity, Input Specificity, and Associativity of Long-Term Potentiation Through a Positive Feedback of Local Protein Synthesis |
3 |
| Discrete Sequential Information Coding: Heteroclinic Cognitive Dynamics |
3 |
| Alterations of Muscle Synergies During Voluntary Arm Reaching Movement in Subacute Stroke Survivors at Different Levels of Impairment |
3 |
