Frontiers in Computational Neuroscience

Article	Citations
Interpreting the decisions of CNNs via influence functions	112
Short-term postsynaptic plasticity facilitates predictive tracking in continuous attractors	86
Editorial: Affective brain-computer interface in emotion artificial intelligence and medical engineering	80
Retraction: Deep learning for autism diagnosis and facial analysis in children	74
Editorial: Computational intelligence for signal and image processing, volume II	59
SaE-GBLS: an effective self-adaptive evolutionary optimized graph-broad model for EEG-based automatic epileptic seizure detection	59
Editorial: Brain-inspired intelligence: the deep integration of brain science and artificial intelligence	49
PointAS: an attention based sampling neural network for visual perception	37
Functional Connectivity and Complexity in the Phenomenological Model of Mild Cognitive-Impaired Alzheimer's Disease	33
Electroencephalogram Emotion Recognition Based on 3D Feature Fusion and Convolutional Autoencoder	32
Emotions as Abstract Evaluation Criteria in Biological and Artificial Intelligences	30
Energy-based analog neural network framework	27
Method for persistent topological features extraction of schizophrenia patients’ electroencephalography signal based on persistent homology	25
Purkinje cell models: past, present and future	25
Editorial: Deep neural network based decision-making interpretability	23
A computational model of learning flexible navigation in a maze by layout-conforming replay of place cells	23
U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis	23
Rényi entropy-complexity causality space: a novel neurocomputational tool for detecting scale-free features in EEG/iEEG data	22
A lightweight mixup-based short texts clustering for contrastive learning	22
High precision visual localization method of UAV based on feature matching	20
Research on eight machine learning algorithms applicability on different characteristics data sets in medical classification tasks	20
Data-Driven Model of Postsynaptic Currents Mediated by NMDA or AMPA Receptors in Striatal Neurons	20
Cortical circuit-based lossless neural integrator for perceptual decision-making: A computational modeling study	19
Lightweight semantic segmentation network with configurable context and small object attention	19
Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices	18

Multi-label remote sensing classification with self-supervised gated multi-modal transformers	17
Positional multi-length and mutual-attention network for epileptic seizure classification	16
A neural learning approach for simultaneous object detection and grasp detection in cluttered scenes	16
Editorial: Temporal structure of neural processes coupling sensory, motor and cognitive functions of the brain, volume II	16
Complexity-based graph convolutional neural network for epilepsy diagnosis in normal, acute, and chronic stages	16
Noise-induced synchrony of two-neuron motifs with asymmetric noise and uneven coupling	16
Editorial: Bioinformatics for modern neuroscience	15
Generalised Analog LSTMs Recurrent Modules for Neural Computing	15
Prediction and analysis of time series data based on granular computing	15
Book review: Electrical fields and the experienced life	15
Single-Trial MEG Data Can Be Denoised Through Cross-Subject Predictive Modeling	15
Closed-Loop Tracking and Regulation of Emotional Valence State From Facial Electromyogram Measurements	15
Editorial: 15 years of frontiers in computational neuroscience - computational perception and cognition	15
Compensatory mechanism of attention-deficit/hyperactivity disorder recovery in resting state alpha rhythms	15
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system	15
Editorial: Symmetry as a guiding principle in artificial and brain neural networks	15
FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model	14
Computing the partition dimension of certain families of Toeplitz graph	14
A neural basis for learning sequential memory in brain loop structures	13
Postsynaptic Potential Energy as Determinant of Synaptic Plasticity	13
SRI-EEG: State-Based Recurrent Imputation for EEG Artifact Correction	13
Cortical field maps across human sensory cortex	13
The Data Efficiency of Deep Learning Is Degraded by Unnecessary Input Dimensions	13
Modeling functional connectivity changes during an auditory language task using line graph neural networks	13
Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model	13
A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals	13
Functional Brain Networks in Mild Cognitive Impairment Based on Resting Electroencephalography Signals	13
Survival prediction for patients with glioblastoma multiforme using a Cox proportional hazards denoising autoencoder network	12
Corrigendum: Attention in Psychology, Neuroscience, and Machine Learning	12
A Model of Pattern Separation by Single Neurons	12
Corrigendum: Accurate few-shot object counting with Hough matching feature enhancement	12
Synchronization in simplicial complexes of memristive Rulkov neurons	12
An interpretable approach for automatic aesthetic assessment of remote sensing images	11
Patterns of synchronization in 2D networks of inhibitory neurons	11
New insights into binocular rivalry from the reconstruction of evolving percepts using model network dynamics	11
Artificial intelligence insights into hippocampal processing	11
Predictive coding with spiking neurons and feedforward gist signaling	11
Pathological cell assembly dynamics in a striatal MSN network model	10
Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks	10
Reconstructing Group Wavelet Transform From Feature Maps With a Reproducing Kernel Iteration	10
Covariance properties under natural image transformations for the generalised Gaussian derivative model for visual receptive fields	10
Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System	10
Event-Based Trajectory Prediction Using Spiking Neural Networks	10
Can neuron modeling constrained by ultrafast imaging data extract the native function of ion channels?	10
Riemannian geometry-based metrics to measure and reinforce user performance changes during brain-computer interface user training	10
Interlayer Connectivity Affects the Coherence Resonance and Population Activity Patterns in Two-Layered Networks of Excitatory and Inhibitory Neurons	10
Layer-Skipping Connections Improve the Effectiveness of Equilibrium Propagation on Layered Networks	9
Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT	9
Toward Precise Localization of Abnormal Brain Activity: 1D CNN on Single Voxel fMRI Time-Series	9
Training spiking neuronal networks to perform motor control using reinforcement and evolutionary learning	9

Rapid Spectral Dynamics in Hippocampal Oscillons	9
An Approach for Stabilizing Abnormal Neural Activity in ADHD Using Chaotic Resonance	9
Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision	9
Dynamic probability integration for electroencephalography-based rapid serial visual presentation performance enhancement: Application in nighttime vehicle detection	8
Predicting the distribution of serotonergic axons: a supercomputing simulation of reflected fractional Brownian motion in a 3D-mouse brain model	8
A flexible speller based on time-space frequency conversion SSVEP stimulation paradigm under dry electrode	8
Detection of Brain Network Communities During Natural Speech Comprehension From Functionally Aligned EEG Sources	8
Motor cortex outputs evoked by long-duration microstimulation encode synergistic muscle activation patterns not controlled movement trajectories	8
Latent dynamics of primary sensory cortical population activity structured by fluctuations in the local field potential	8
Mean-field based framework for forward modeling of LFP and MEG signals	8
Meta-Learning for Decoding Neural Activity Data With Noisy Labels	8
Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease	8
Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition	8
Predicting Brain Regions Related to Alzheimer's Disease Based on Global Feature	7
Functional Brain Connections Identify Sensorineural Hearing Loss and Predict the Outcome of Cochlear Implantation	7
The mesoanatomy of the cortex, minimization of free energy, and generative cognition	7
Research on efficient feature extraction: Improving YOLOv5 backbone for facial expression detection in live streaming scenes	7
Computer vision quantization research on the architectural color of Avenida de Almeida Ribeiro in Macau based on the human eye perspective	7
NeuroFusionNet: cross-modal modeling from brain activity to visual understanding	7
Prefrontal meta-control incorporating mental simulation enhances the adaptivity of reinforcement learning agents in dynamic environments	7
Time Is of the Essence: Neural Codes, Synchronies, Oscillations, Architectures	7
Further N-Frame networking dynamics of conscious observer-self agents via a functional contextual interface: predictive coding, double-slit quantum mechanical experiment, and decision-making fallacy m	7
The influence of non-stationarity of spike signals on decoding performance in intracortical brain-computer interface: a simulation study	7
An efficient computer vision-based approach for acute lymphoblastic leukemia prediction	7
Artificial neural network models: implementation of functional near-infrared spectroscopy-based spontaneous lie detection in an interactive scenario	7
Electroencephalogram-based adaptive closed-loop brain-computer interface in neurorehabilitation: a review	7
Prediction and Modeling of Neuropsychological Scores in Alzheimer’s Disease Using Multimodal Neuroimaging Data and Artificial Neural Networks	7
Spatiotemporal Patterns of Adaptation-Induced Slow Oscillations in a Whole-Brain Model of Slow-Wave Sleep	7
Prestimulus α/β power in temporal-order judgments: individuals differ in direction of modulation but show consistency over auditory and visual tasks	7
Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients	6
Assessment of Carotid Plaque Stability Using Contrast-Enhanced Ultrasound and Its Correlation With the Expression of CD147 and MMP-9 in the Plaque	6
Self-organized criticality in a mesoscopic model of excitatory-inhibitory neuronal populations by short-term and long-term synaptic plasticity	6
Quantifying the Landscape of Decision Making From Spiking Neural Networks	6
Machine learning algorithm performance evaluation in structural magnetic resonance imaging-based classification of pediatric bipolar disorders type I patients	6
Active inference, morphogenesis, and computational psychiatry	6
Robust and efficient representations of dynamic stimuli in hierarchical neural networks via temporal smoothing	6
Fractional-Order Traveling Wave Approximations for a Fractional-Order Neural Field Model	6
cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU	6
Finding the Location of Axonal Activation by a Miniature Magnetic Coil	6
Computational assessment of visual coding across mouse brain areas and behavioural states	6
Quantitative properties of the creation and activation of a cell-intrinsic duration-encoding engram	6
Noise-tuned bursting in a Hedgehog burster	6
Analysis based on neural representation of natural object surfaces to elucidate the mechanisms of a trained AlexNet model	6
Role of Lateral Inhibition on Visual Number Sense	6
Distinctive properties of biological neural networks and recent advances in bottom-up approaches toward a better biologically plausible neural network	5
Cannabinoid signaling and risk in Huntington's disease	5
Cross-site scripting attack detection based on a modified convolution neural network	5
Online spike-based recognition of digits with ultrafast microlaser neurons	5
Performance control study of interleaved meltblown non-woven materials based on statistical analysis and predictive modeling	5
Computational models of neurotransmission at cerebellar synapses unveil the impact on network computation	5
Editorial: The embodied brain: computational mechanisms of integrated sensorimotor interactions with a dynamic environment, volume II	5
Local minimization of prediction errors drives learning of invariant object representations in a generative network model of visual perception	5
Research on the multi-granularity method of role engineering	5
Production of adaptive movement patterns via an insect inspired spiking neural network central pattern generator	5
A CNN-Based Deep Learning Approach for SSVEP Detection Targeting Binaural Ear-EEG	5
Toward a computational theory of manifold untangling: from global embedding to local flattening	5
Grid cells, border cells, and discrete complex analysis	5
A mutual information measure of phase-amplitude coupling using gamma generalized linear models	5
A combinatorial deep learning method for Alzheimer’s disease classification-based merging pretrained networks	5
Sparse measures with swarm-based pliable hidden Markov model and deep learning for EEG classification	5
Biases in BCI experiments: Do we really need to balance stimulus properties across categories?	5
A neural active inference model of perceptual-motor learning	5
Grid codes vs. multi-scale, multi-field place codes for space	5
Optogenetic manipulation of inhibitory interneurons can be used to validate a model of spatiotemporal sequence learning	5
A Neuron-Glial Model of Exosomal Release in the Onset and Progression of Alzheimer's Disease	5
Hyperscanning fNIRS data analysis using multiregression dynamic models: an illustration in a violin duo	5
Sensory-thresholded switch of neural firing states in a computational model of the ventromedial hypothalamus	5
Quantitative analysis of the optogenetic excitability of CA1 neurons	5
DT-SCNN: dual-threshold spiking convolutional neural network with fewer operations and memory access for edge applications	5
Editorial: Advanced deep learning approaches for medical neuroimaging data with limitation	5
Multi-sequence generative adversarial network: better generation for enhanced magnetic resonance imaging images	5
The Value of First-Order Features Based on the Apparent Diffusion Coefficient Map in Evaluating the Therapeutic Effect of Low-Intensity Pulsed Ultrasound for Acute Traumatic Brain Injury With a Rat Mo	5
A theoretical model reveals specialized synaptic depressions and temporal frequency tuning in retinal parallel channels	5
Improved space breakdown method – A robust clustering technique for spike sorting	5
Adapting hippocampus multi-scale place field distributions in cluttered environments optimizes spatial navigation and learning	5
Editorial: Decoding novel therapeutic targets, biomarkers, and drug development strategies against neurodegenerative disorders—A multi-omics approach	4
Predicting Spike Features of Hodgkin-Huxley-Type Neurons With Simple Artificial Neural Network	4
Integrating ankle and hip strategies for the stabilization of upright standing: An intermittent control model	4
Applications of graph theory to the analysis of fNIRS data in hyperscanning paradigms	4
An efficient swarm intelligence approach to the optimization on high-dimensional solutions with cross-dimensional constraints, with applications in supply chain management	4

Multiscale modeling of neuronal dynamics in hippocampus CA1	4
Augmenting Human Selves Through Artificial Agents – Lessons From the Brain	4
Neural Systems Under Change of Scale	4
Discrete Dynamics of Dynamic Neural Fields	4
Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review	4
Quantifying network behavior in the rat prefrontal cortex	4
Computational Evidence for a Competitive Thalamocortical Model of Spikes and Spindle Activity in Rolandic Epilepsy	4
Research and Application of Fine-Grained Image Classification Based on Small Collar Dataset	4
An initial prediction and fine-tuning model based on improving GCN for 3D human motion prediction	4
Enhancing brain tumor classification in MRI scans with a multi-layer customized convolutional neural network approach	4
Recent Trends in Non-invasive Neural Recording Based Brain-to-Brain Synchrony Analysis on Multidisciplinary Human Interactions for Understanding Brain Dynamics: A Systematic Review	4
A computational classification method of breast cancer images using the VGGNet model	4
Neural Substrates of the Drift-Diffusion Model in Brain Disorders	4
Editorial: Memristor Computing for Neuromorphic Systems	4
A comprehensive neural simulation of slow-wave sleep and highly responsive wakefulness dynamics	4
Approximate solutions to several classes of Volterra and Fredholm integral equations using the neural network algorithm based on the sine-cosine basis function and extreme learning machine	4
Mind Causality: A Computational Neuroscience Approach	4
Editorial: The new frontier in brain network physiology: from temporal dynamics to the principles of integration in physiological brain networks	4
Unified theory of alpha, mu, and tau rhythms via eigenmodes of brain activity	4
Short- and Long-Range Connections Differentially Modulate the Dynamics and State of Small-World Networks	4
Conditional spatial biased intuitionistic clustering technique for brain MRI image segmentation	4
Predictive neuromodulation of cingulo-frontal neural dynamics in major depressive disorder using a brain-computer interface system: A simulation study	4
SS-DRPL: self-supervised deep representation pattern learning for voice-based Parkinson's disease detection	4
A combination network of CNN and transformer for interference identification	4
An N400 identification method based on the combination of Soft-DTW and transformer	4
Editorial: Computer vision and image synthesis for neurological applications	4
Text clustering based on pre-trained models and autoencoders	4
Prediction of Alzheimer's disease stages based on ResNet-Self-attention architecture with Bayesian optimization and best features selection	4
Multimodal consumer choice prediction using EEG signals and eye tracking	4
MUNet: a novel framework for accurate brain tumor segmentation combining UNet and mamba networks	4
A Computational Model of Working Memory Based on Spike-Timing-Dependent Plasticity	4
A neuro-inspired computational model of life-long learning and catastrophic interference, mimicking hippocampus novelty-based dopamine modulation and lateral inhibitory plasticity	4
Accurate few-shot object counting with Hough matching feature enhancement	4
Editorial: Functional microcircuits in the brain and in artificial intelligent systems	4
Sparse Granger Causality Analysis Model Based on Sensors Correlation for Emotion Recognition Classification in Electroencephalography	4
Cross-Frequency Slow Oscillation–Spindle Coupling in a Biophysically Realistic Thalamocortical Neural Mass Model	4
Machine learning hypothesis-generation for patient stratification and target discovery in rare disease: our experience with Open Science in ALS	4
A three-step, “brute-force” approach toward optimized affine spatial normalization	4
Status of deep learning for EEG-based brain–computer interface applications	4
Multi-stage semi-supervised learning enhances white matter hyperintensity segmentation	3
Understanding implicit and explicit sensorimotor learning through neural dynamics	3
A neural network model for timing control with reinforcement	3
Some sufficient conditions on hamilton graphs with toughness	3
An exploratory computational analysis in mice brain networks of widespread epileptic seizure onset locations along with potential strategies for effective intervention and propagation control	3
Machine Learning to Predict Brain Amyloid Pathology in Pre-dementia Alzheimer’s Disease Using QEEG Features and Genetic Algorithm Heuristic	3
Evaluation of computed tomography images under deep learning in the diagnosis of severe pulmonary infection	3
Editorial: Machine and deep-learning for computational neuroscience	3
Effects of Several Classes of Voltage-Gated Ion Channel Conductances on Gamma and Theta Oscillations in a Hippocampal Microcircuit Model	3
Reinforcement Learning Model With Dynamic State Space Tested on Target Search Tasks for Monkeys: Self-Determination of Previous States Based on Experience Saturation and Decision Uniqueness	3
Dynamic PET Imaging Using Dual Texture Features	3
Atypical development of causal inference in autism inferred through a neurocomputational model	3
Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems	3
Quantitative Assessment of Stress Through EEG During a Virtual Reality Stress-Relax Session	3
Response of a neuronal network computational model to infrared neural stimulation	3
A Noninvasive BCI System for 2D Cursor Control Using a Spectral-Temporal Long Short-Term Memory Network	3
GAPCNN with HyPar: Global Average Pooling convolutional neural network with novel NNLU activation function and HYBRID parallelism	3
Computational Psychiatry and Computational Neurology: Seeking for Mechanistic Modeling in Cognitive Impairment and Dementia	3
Enhanced simulations of whole-brain dynamics using hybrid resting-state structural connectomes	3
Editorial: Advancing our understanding of the impact of dynamics at different spatiotemporal scales and structure on brain synchronous activity, volume II	3
Information representation in an oscillating neural field model modulated by working memory signals	3
The connectivity degree controls the difficulty in reservoir design of random boolean networks	3
The Face Inversion Effect in Deep Convolutional Neural Networks	3
Editorial: Complex network dynamics in consciousness	3
A Dynamic Efficient Sensory Encoding Approach to Adaptive Tuning in Neural Models of Optic Flow Processing	3
CRBA: A Competitive Rate-Based Algorithm Based on Competitive Spiking Neural Networks	3
Patient-specific approach using data fusion and adversarial training for epileptic seizure prediction	3
Nonlinear optimal control of a mean-field model of neural population dynamics	3
Real-time numerical system convertor via two-dimensional WS2-based memristive device	3
Maximal Dependence Capturing as a Principle of Sensory Processing	3
Explosive Synchronization-Based Brain Modulation Reduces Hypersensitivity in the Brain Network: A Computational Model Study	3
Cerebellum as a kernel machine: A novel perspective on expansion recoding in granule cell layer	3
Neuro-environmental interactions: a time sensitive matter	3
Examining electroencephalogram signatures of people with multiple sclerosis using a nonlinear dynamics approach: a systematic review and bibliographic analysis	3
Analytic Model for Feature Maps in the Primary Visual Cortex	3
Monitoring and Evaluation of Emotion Regulation by Aerobic Exercise and Motor Imagery Based on Functional Near-Infrared Spectroscopy	3
Collective Dynamics of Neural Networks With Sleep-Related Biological Drives in Drosophila	3
The Use of Reduced Models to Generate Irregular, Broad-Band Signals That Resemble Brain Rhythms	3
The Face Module Emerged in a Deep Convolutional Neural Network Selectively Deprived of Face Experience	3
A Computational Framework for Controlling the Self-Restorative Brain Based on the Free Energy and Degeneracy Principles	3
Understanding the Impact of Neural Variations and Random Connections on Inference	3
EEG-based emotion recognition using hybrid CNN and LSTM classification	2
Geometric algebra based recurrent neural network for multi-dimensional time-series prediction	2
Extracting Dynamical Understanding From Neural-Mass Models of Mouse Cortex	2
Editorial: The role of the interactions via movements in the spatial and temporal representation of external objects	2
Heart disease detection based on internet of things data using linear quadratic discriminant analysis and a deep graph convolutional neural network	2
Artificial intelligence in stroke risk assessment and management via retinal imaging	2
Big data analytics frameworks for the influence of gut microbiota on the development of tic disorder	2
Symmetry-Based Representations for Artificial and Biological General Intelligence	2
Identifying depression disorder using multi-view high-order brain function network derived from electroencephalography signal	2
A Plane-Dependent Model of 3D Grid Cells for Representing Both 2D and 3D Spaces Under Various Navigation Modes	2
Excitatory/inhibitory balance emerges as a key factor for RBN performance, overriding attractor dynamics	2
Disinhibitory circuit mediated by connections from vasoactive intestinal polypeptide to somatostatin interneurons underlies the paradoxical decrease in spike synchrony with increased border ownership	2
Convolutional neural networks for vision neuroscience: significance, developments, and outstanding issues	2
Classification of dry and wet macular degeneration based on the ConvNeXT model	2
Editorial: Neuromorphic computing: from emerging materials and devices to algorithms and implementation of neural networks inspired by brain neural mechanism	2