Frontiers in Neuroinformatics

Article	Citations
A Simulation Toolkit for Testing the Sensitivity and Accuracy of Corticometry Pipelines	138
Editorial: Innovative methods for sleep staging using neuroinformatics	81
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network	77
The quest to share data	74
Intra-V1 functional networks and classification of observed stimuli	57
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex	46
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction	42
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy	42
Editorial: Neuroinformatics of large-scale brain modelling	36
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles	33
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data	32
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques	31
A computational model of Alzheimer's disease at the nano, micro, and macroscales	29
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case	29
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor	28
versaFlow: a versatile pipeline for resolution adapted diffusion MRI processing and its application to studying the variability of the PRIME-DE database	26
Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment	26
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach	25
Unsupervised method for representation transfer from one brain to another	24
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps	23
Multiple sclerosis and breast cancer risk: a meta-analysis of observational and Mendelian randomization studies	23
SynCoPa: Visualizing Connectivity Paths and Synapses Over Detailed Morphologies	22
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study	20
Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN	20
Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi	20

Analyzing Complex Problem Solving by Dynamic Brain Networks	19
Multi-threshold image segmentation for melanoma based on Kapur’s entropy using enhanced ant colony optimization	18
Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression	17
QuNex—An integrative platform for reproducible neuroimaging analytics	17
Efficient Simulation of 3D Reaction-Diffusion in Models of Neurons and Networks	16
Machine learning-based infection prediction model for newly diagnosed multiple myeloma patients	16
Alternative patterns of deep brain stimulation in neurologic and neuropsychiatric disorders	15
Light-weight neural network for intra-voxel structure analysis	15
Project, toolkit, and database of neuroinformatics ecosystem: A summary of previous studies on “Frontiers in Neuroinformatics”	15
BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures	15
Scaling and Benchmarking an Evolutionary Algorithm for Constructing Biophysical Neuronal Models	15
Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute	15
Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub	15
A review of risk concepts and models for predicting the risk of primary stroke	14
NeuroBridge ontology: computable provenance metadata to give the long tail of neuroimaging data a FAIR chance for secondary use	14
Erratum: Advancing prediction of risk of intraoperative massive blood transfusion in liver transplantation with machine learning models. A multicenter retrospective study	14
Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation	14
Age-Specific Adult Rat Brain MRI Templates and Tissue Probability Maps	14
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation	14
Evaluating machine learning pipelines for multimodal neuroimaging in small cohorts: an ALS case study	14
EpiBOX: An Automated Platform for Long-Term Biosignal Collection	14
A scalable implementation of the recursive least-squares algorithm for training spiking neural networks	13
Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI	13
Multi-omics integration reveals a six-malignant cell maker gene signature for predicting prognosis in high-risk neuroblastoma	13
Corrigendum: Mapping and validating a point neuron model on intel's neuromorphic hardware Loihi	13
Long-range temporal correlations in resting state alpha oscillations in major depressive disorder and obsessive-compulsive disorder	12
SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation	12
Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions	12
A systematic comparison of deep learning methods for EEG time series analysis	12
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data	12
Recognition of MI-EEG signals using extended-LSR-based inductive transfer learning	12
ConGen—A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks	12
Enhanced Performance by Interpretable Low-Frequency Electroencephalogram Oscillations in the Machine Learning-Based Diagnosis of Post-traumatic Stress Disorder	11
PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks	11
STEPS 4.0: Fast and memory-efficient molecular simulations of neurons at the nanoscale	11
Towards Bridging the Gap Between Computational Intelligence and Neuroscience in Brain-Computer Interfaces With a Common Description of Systems and Data	11
Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth	11
Discovering optimal features for neuron-type identification from extracellular recordings	11
The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint	11
Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks	11
Translating single-neuron axonal reconstructions into meso-scale connectivity statistics in the mouse somatosensory thalamus	10
A Validation of Supervised Deep Learning for Gait Analysis in the Cat	10
Time-Frequency Representations of Brain Oscillations: Which One Is Better?	10
Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia	10
Editorial: Weakly supervised deep learning-based methods for brain image analysis	10
Contrastive self-supervised learning for neurodegenerative disorder classification	10
Events in context—The HED framework for the study of brain, experience and behavior	10
Investigating cortical complexity and connectivity in rats with schizophrenia	9
Brain-Computer Interface using neural network and temporal-spectral features	9
Brain structural alterations in young girls with Rett syndrome: A voxel-based morphometry and tract-based spatial statistics study	9

Multiscale co-simulation design pattern for neuroscience applications	9
A Toolbox and Crowdsourcing Platform for Automatic Labeling of Independent Components in Electroencephalography	9
Dynamic topological data analysis: a novel fractal dimension-based testing framework with application to brain signals	9
MIIND : A Model-Agnostic Simulator of Neural Populations	9
RealNeuralNetworks.jl: An Integrated Julia Package for Skeletonization, Morphological Analysis, and Synaptic Connectivity Analysis of Terabyte-Scale 3D Neural Segmentations	9
Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM	9
Power spectral analysis of voltage-gated channels in neurons	9
PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS	9
Editorial: Navigating the landscape of FAIR data sharing and reuse: repositories, standards, and resources	9
Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: A Comparative Study	9
Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface	8
Can micro-expressions be used as a biomarker for autism spectrum disorder?	8
Editorial: Physical neuromorphic computing and its industrial applications	8
Building a realistic, scalable memory model with independent engrams using a homeostatic mechanism	8
Neuroimaging article reexecution and reproduction assessment system	8
Editorial: Reproducible analysis in neuroscience	8
Identifying discriminative features of brain network for prediction of Alzheimer’s disease using graph theory and machine learning	8
Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset	8
Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks	8
Impact of interferon-β and dimethyl fumarate on nonlinear dynamical characteristics of electroencephalogram signatures in patients with multiple sclerosis	7
FAIR in action: Brain-CODE - A neuroscience data sharing platform to accelerate brain research	7
Efficient simulation of neural development using shared memory parallelization	7
Estimation of Emotional Arousal Changes of a Group of Individuals During Movie Screening Using Steady-State Visual-Evoked Potential	7
Neural simulation pipeline: Enabling container-based simulations on-premise and in public clouds	7
Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3	7
Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series	7
Editorial: Recent applications of noninvasive physiological signals and artificial intelligence	7
Progressive 3D biomedical image registration network based on deep self-calibration	7
Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models	7
EPAT: a user-friendly MATLAB toolbox for EEG/ERP data processing and analysis	7
Identifying Boys With Autism Spectrum Disorder Based on Whole-Brain Resting-State Interregional Functional Connections Using a Boruta-Based Support Vector Machine Approach	7
A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject brain activation patterns	7
A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data	7
Differential processing of intrinsic vs. extrinsic coordinates in wrist movement: connectivity and chronometry perspectives	6
SparNet: A Convolutional Neural Network for EEG Space-Frequency Feature Learning and Depression Discrimination	6
Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection	6
Assessing the Reliability of Template-Based Clustering for Tractography in Healthy Human Adults	6
Enhancing brain tumor detection in MRI with a rotation invariant Vision Transformer	6
Multi illumination color constancy based on multi-scale supervision and single-scale estimation cascade convolution neural network	6
Improving the detection of sleep slow oscillations in electroencephalographic data	6
BIDScoin: A User-Friendly Application to Convert Source Data to Brain Imaging Data Structure	6
Novel Hybrid Brain-Computer Interface for Virtual Reality Applications Using Steady-State Visual-Evoked Potential-Based Brain–Computer Interface and Electrooculogram-Based Eye Tracking for Increased I	6
Turbulent dynamics and whole-brain modeling: toward new clinical applications for traumatic brain injury	6
Efficient parameter calibration and real-time simulation of large-scale spiking neural networks with GeNN and NEST	6
Brain subnetworks most sensitive to alterations of functional connectivity in Schizophrenia: a data-driven approach	6
A Robust Modular Automated Neuroimaging Pipeline for Model Inputs to TheVirtualBrain	6
Quantifying evoked responses through information-theoretical measures	6
The ROSMAP project: aging and neurodegenerative diseases through omic sciences	6
Editorial: Bringing together data- and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders	6
A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China	6
Panama: An Open-Source Educational App for Ion Channel Biophysics Simulation	6
M3: using mask-attention and multi-scale for multi-modal brain MRI classification	5
Evaluation of an English language phoneme-based imagined speech brain computer interface with low-cost electroencephalography	5
Comparing the Performance of Two Radiomic Models to Predict Progression and Progression Speed of White Matter Hyperintensities	5
Test-retest reliability of peak location in the sensorimotor network of resting state fMRI for potential rTMS targets	5
Modeling Neurodegeneration in silico With Deep Learning	5
Artificial intelligence role in advancement of human brain connectome studies	5
Extended Invariant Information Clustering Is Effective for Leave-One-Site-Out Cross-Validation in Resting State Functional Connectivity Modeling	5
Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism	5
suMRak: a multi-tool solution for preclinical brain MRI data analysis	5
A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks	5
Modernizing the NEURON Simulator for Sustainability, Portability, and Performance	5
BrainQuake: An Open-Source Python Toolbox for the Stereoelectroencephalography Spatiotemporal Analysis	5
TReC: Transferred ResNet and CBAM for Detecting Brain Diseases	5
Maximum likelihood-based estimation of diffusion coefficient is quick and reliable method for analyzing estradiol actions on surface receptor movements	5
A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis	5
Editorial: Bio-Inspired Physiological Signal(s) and Medical Image(s) Neural Processing Systems Based on Deep Learning and Mathematical Modeling for Implementing Bio-Engineering Applications in Medical	5
Functional MRI study of feedback-based reinforcement learning in depression	5
An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms	5
The image and data archive at the laboratory of neuro imaging	5
Efficient federated learning for distributed neuroimaging data	5
The Case for Optimized Edge-Centric Tractography at Scale	5
Single Image-Based Vignetting Correction for Improving the Consistency of Neural Activity Analysis in 2-Photon Functional Microscopy	5
Editorial: Brain Modeling of Neurogenerative Disorders	4
Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation	4
Brain MRI sequence and view plane identification using deep learning	4
Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning	4
Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset	4
Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants	4
NeuroWRAP: integrating, validating, and sharing neurodata analysis workflows	4

Non-stationary neural signal to image conversion framework for image-based deep learning algorithms	4
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies	4
Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex	4
Medical Image Interpolation Using Recurrent Type-2 Fuzzy Neural Network	4
Enhancing human activity recognition for the elderly and individuals with disabilities through optimized Internet-of-Things and artificial intelligence integration with advanced neural networks	4
Video-based marker-free tracking and multi-scale analysis of mouse locomotor activity and behavioral aspects in an open field arena: A perspective approach to the quantification of complex gait distur	4
LaminaRGeneVis: A Tool to Visualize Gene Expression Across the Laminar Architecture of the Human Neocortex	4
Commentary: Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch	4
Deep Learning in Large and Multi-Site Structural Brain MR Imaging Datasets	4
Microglial morphometric analysis: so many options, so little consistency	4
A fast and robust hippocampal subfields segmentation: HSF revealing lifespan volumetric dynamics	4
Domain adaptation for EEG-based, cross-subject epileptic seizure prediction	4
ProbeInterface: A Unified Framework for Probe Handling in Extracellular Electrophysiology	4
vol2Brain: A New Online Pipeline for Whole Brain MRI Analysis	4
The EBRAINS Hodgkin-Huxley Neuron Builder: An online resource for building data-driven neuron models	4
Software tool for visualization of a probabilistic map of the epileptogenic zone from seizure semiologies	4
Intradialytic hypotension prediction using covariance matrix-driven whale optimizer with orthogonal structure-assisted extreme learning machine	3
NIDM-Terms: community-based terminology management for improved neuroimaging dataset descriptions and query	3
Modeling Brain Volume Using Deep Learning-Based Physical Activity Features in Patients With Dementia	3
Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric populations	3
Review of Generative Adversarial Networks in mono- and cross-modal biomedical image registration	3
Editorial: Advanced EEG analysis techniques for neurological disorders	3
Harmonizing data on correlates of sleep in children within and across neurodevelopmental disorders: lessons learned from an Ontario Brain Institute cross-program collaboration	3
Neuromorphic-P2M: processing-in-pixel-in-memory paradigm for neuromorphic image sensors	3
Fireworks explosion boosted Harris Hawks optimization for numerical optimization: Case of classifying the severity of COVID-19	3
Expected affine: A registration method for damaged section in serial sections electron microscopy	3
An accessible and versatile deep learning-based sleep stage classifier	3
Comparing feature selection and machine learning approaches for predicting CYP2D6 methylation from genetic variation	3
The pursuit of approaches to federate data to accelerate Alzheimer’s disease and related dementia research: GAAIN, DPUK, and ADDI	3
Mitigating Computer Limitations in Replicating Numerical Simulations of a Neural Network Model With Hodgkin-Huxley-Type Neurons	3
Reproducible supervised learning-assisted classification of spontaneous synaptic waveforms with Eventer	3
Bridging neuroscience and AI: a survey on large language models for neurological signal interpretation	3
Embedding Functional Brain Networks in Low Dimensional Spaces Using Manifold Learning Techniques	3
The Locare workflow: representing neuroscience data locations as geometric objects in 3D brain atlases	3
On the Minimal Amount of EEG Data Required for Learning Distinctive Human Features for Task-Dependent Biometric Applications	3
An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation	3
Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs	3
NeuroDecodeR: a package for neural decoding in R	3
Novel methods for elucidating modality importance in multimodal electrophysiology classifiers	3
Harmonizing AI governance regulations and neuroinformatics: perspectives on privacy and data sharing	3
DR-IIXRN : Detection Algorithm of Diabetic Retinopathy Based on Deep Ensemble Learning and Attention Mechanism	3
Exploring white matter dynamics and morphology through interactive numerical phantoms: the White Matter Generator	3
LLRHNet: Multiple Lesions Segmentation Using Local-Long Range Features	3
A Spiking Neural Network Builder for Systematic Data-to-Model Workflow	3
Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification	3
A Hybrid Deep Learning Method for Early and Late Mild Cognitive Impairment Diagnosis With Incomplete Multimodal Data	3