Frontiers in Computational Neuroscience

Article	Citations
Interpreting the decisions of CNNs via influence functions	92
Short-term postsynaptic plasticity facilitates predictive tracking in continuous attractors	73
Editorial: Affective brain-computer interface in emotion artificial intelligence and medical engineering	67
Predictive coding with spiking neurons and feedforward gist signaling	61
Retraction: Deep learning for autism diagnosis and facial analysis in children	48
SaE-GBLS: an effective self-adaptive evolutionary optimized graph-broad model for EEG-based automatic epileptic seizure detection	42
Mean-field based framework for forward modeling of LFP and MEG signals	40
Research on efficient feature extraction: Improving YOLOv5 backbone for facial expression detection in live streaming scenes	31
A neural basis for learning sequential memory in brain loop structures	31
PointAS: an attention based sampling neural network for visual perception	28
Functional Connectivity and Complexity in the Phenomenological Model of Mild Cognitive-Impaired Alzheimer's Disease	26
Emotions as Abstract Evaluation Criteria in Biological and Artificial Intelligences	25
Toward Precise Localization of Abnormal Brain Activity: 1D CNN on Single Voxel fMRI Time-Series	24
Energy-based analog neural network framework	24
Can neuron modeling constrained by ultrafast imaging data extract the native function of ion channels?	22
Purkinje cell models: past, present and future	22
Editorial: Deep neural network based decision-making interpretability	20
Dynamic probability integration for electroencephalography-based rapid serial visual presentation performance enhancement: Application in nighttime vehicle detection	20
Motor cortex outputs evoked by long-duration microstimulation encode synergistic muscle activation patterns not controlled movement trajectories	20
U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis	20
Brain Inspired Sequences Production by Spiking Neural Networks With Reward-Modulated STDP	19
Rényi entropy-complexity causality space: a novel neurocomputational tool for detecting scale-free features in EEG/iEEG data	18
A computational model of learning flexible navigation in a maze by layout-conforming replay of place cells	18
Artificial intelligence insights into hippocampal processing	18
Reconstructing Group Wavelet Transform From Feature Maps With a Reproducing Kernel Iteration	16

A lightweight mixup-based short texts clustering for contrastive learning	16
Patterns of synchronization in 2D networks of inhibitory neurons	16
Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition	15
Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices	15
Pathological cell assembly dynamics in a striatal MSN network model	15
Lightweight semantic segmentation network with configurable context and small object attention	15
Cortical circuit-based lossless neural integrator for perceptual decision-making: A computational modeling study	15
Functional Brain Connections Identify Sensorineural Hearing Loss and Predict the Outcome of Cochlear Implantation	15
Multi-label remote sensing classification with self-supervised gated multi-modal transformers	14
Electroencephalogram-based adaptive closed-loop brain-computer interface in neurorehabilitation: a review	14
Complexity-based graph convolutional neural network for epilepsy diagnosis in normal, acute, and chronic stages	14
Latent dynamics of primary sensory cortical population activity structured by fluctuations in the local field potential	13
Noise-induced synchrony of two-neuron motifs with asymmetric noise and uneven coupling	13
Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data	13
Training spiking neuronal networks to perform motor control using reinforcement and evolutionary learning	13
Editorial: Temporal structure of neural processes coupling sensory, motor and cognitive functions of the brain, volume II	13
An Approach for Stabilizing Abnormal Neural Activity in ADHD Using Chaotic Resonance	12
Single-Trial MEG Data Can Be Denoised Through Cross-Subject Predictive Modeling	12
New insights into binocular rivalry from the reconstruction of evolving percepts using model network dynamics	12
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system	12
Method for persistent topological features extraction of schizophrenia patients’ electroencephalography signal based on persistent homology	12
Artificial neural network models: implementation of functional near-infrared spectroscopy-based spontaneous lie detection in an interactive scenario	11
Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT	11
Generalised Analog LSTMs Recurrent Modules for Neural Computing	11
Layer-Skipping Connections Improve the Effectiveness of Equilibrium Propagation on Layered Networks	11
Positional multi-length and mutual-attention network for epileptic seizure classification	11
Spatiotemporal Patterns of Adaptation-Induced Slow Oscillations in a Whole-Brain Model of Slow-Wave Sleep	11
Book review: Electrical fields and the experienced life	11
A neural learning approach for simultaneous object detection and grasp detection in cluttered scenes	11
Editorial: Bioinformatics for modern neuroscience	11
An efficient computer vision-based approach for acute lymphoblastic leukemia prediction	11
Closed-Loop Tracking and Regulation of Emotional Valence State From Facial Electromyogram Measurements	11
Prediction and analysis of time series data based on granular computing	10
FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model	10
Rapid Spectral Dynamics in Hippocampal Oscillons	10
Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease	10
Computing the partition dimension of certain families of Toeplitz graph	10
Predicting the distribution of serotonergic axons: a supercomputing simulation of reflected fractional Brownian motion in a 3D-mouse brain model	10
Editorial: Symmetry as a guiding principle in artificial and brain neural networks	10
Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System	10
Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model	10
The Data Efficiency of Deep Learning Is Degraded by Unnecessary Input Dimensions	9
A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals	9
A flexible speller based on time-space frequency conversion SSVEP stimulation paradigm under dry electrode	9
Time Is of the Essence: Neural Codes, Synchronies, Oscillations, Architectures	9
Detection of Brain Network Communities During Natural Speech Comprehension From Functionally Aligned EEG Sources	9
SRI-EEG: State-Based Recurrent Imputation for EEG Artifact Correction	9
Data-Driven Model of Postsynaptic Currents Mediated by NMDA or AMPA Receptors in Striatal Neurons	9
Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks	9
Cortical field maps across human sensory cortex	9

Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision	9
Prediction and Modeling of Neuropsychological Scores in Alzheimer’s Disease Using Multimodal Neuroimaging Data and Artificial Neural Networks	9
Riemannian geometry-based metrics to measure and reinforce user performance changes during brain-computer interface user training	8
Functional Brain Networks in Mild Cognitive Impairment Based on Resting Electroencephalography Signals	8
Meta-Learning for Decoding Neural Activity Data With Noisy Labels	8
Modeling functional connectivity changes during an auditory language task using line graph neural networks	8
Editorial: 15 years of frontiers in computational neuroscience - computational perception and cognition	8
Event-Based Trajectory Prediction Using Spiking Neural Networks	8
Postsynaptic Potential Energy as Determinant of Synaptic Plasticity	8
Electroencephalogram Emotion Recognition Based on 3D Feature Fusion and Convolutional Autoencoder	8
Research on eight machine learning algorithms applicability on different characteristics data sets in medical classification tasks	8
A Model of Pattern Separation by Single Neurons	8
High precision visual localization method of UAV based on feature matching	8
Compensatory mechanism of attention-deficit/hyperactivity disorder recovery in resting state alpha rhythms	8
Predicting Brain Regions Related to Alzheimer's Disease Based on Global Feature	7
Interlayer Connectivity Affects the Coherence Resonance and Population Activity Patterns in Two-Layered Networks of Excitatory and Inhibitory Neurons	7
Covariance properties under natural image transformations for the generalised Gaussian derivative model for visual receptive fields	7
Computational Evidence for a Competitive Thalamocortical Model of Spikes and Spindle Activity in Rolandic Epilepsy	7
An interpretable approach for automatic aesthetic assessment of remote sensing images	7
Survival prediction for patients with glioblastoma multiforme using a Cox proportional hazards denoising autoencoder network	7
Multidimensional Face Representation in a Deep Convolutional Neural Network Reveals the Mechanism Underlying AI Racism	7
Finding the Location of Axonal Activation by a Miniature Magnetic Coil	7
Corrigendum: Attention in Psychology, Neuroscience, and Machine Learning	7
Synchronization in simplicial complexes of memristive Rulkov neurons	7
Corrigendum: Accurate few-shot object counting with Hough matching feature enhancement	7
Recent Trends in Non-invasive Neural Recording Based Brain-to-Brain Synchrony Analysis on Multidisciplinary Human Interactions for Understanding Brain Dynamics: A Systematic Review	7
Hyperscanning fNIRS data analysis using multiregression dynamic models: an illustration in a violin duo	6
Multi-sequence generative adversarial network: better generation for enhanced magnetic resonance imaging images	6
A comprehensive neural simulation of slow-wave sleep and highly responsive wakefulness dynamics	6
Role of Lateral Inhibition on Visual Number Sense	6
The influence of non-stationarity of spike signals on decoding performance in intracortical brain-computer interface: a simulation study	6
Performance control study of interleaved meltblown non-woven materials based on statistical analysis and predictive modeling	6
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	6
A mutual information measure of phase-amplitude coupling using gamma generalized linear models	6
Editorial: The embodied brain: computational mechanisms of integrated sensorimotor interactions with a dynamic environment, volume II	6
The mesoanatomy of the cortex, minimization of free energy, and generative cognition	6
Prestimulus α/β power in temporal-order judgments: individuals differ in direction of modulation but show consistency over auditory and visual tasks	6
A neural active inference model of perceptual-motor learning	6
Transfer of Learning in the Convolutional Neural Networks on Classifying Geometric Shapes Based on Local or Global Invariants	6
A computational classification method of breast cancer images using the VGGNet model	6
Improved space breakdown method – A robust clustering technique for spike sorting	6
Distinctive properties of biological neural networks and recent advances in bottom-up approaches toward a better biologically plausible neural network	6
Optogenetic manipulation of inhibitory interneurons can be used to validate a model of spatiotemporal sequence learning	6
Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients	5
Neural Substrates of the Drift-Diffusion Model in Brain Disorders	5
Production of adaptive movement patterns via an insect inspired spiking neural network central pattern generator	5
Augmenting Human Selves Through Artificial Agents – Lessons From the Brain	5
An efficient swarm intelligence approach to the optimization on high-dimensional solutions with cross-dimensional constraints, with applications in supply chain management	5
Sparse measures with swarm-based pliable hidden Markov model and deep learning for EEG classification	5
DT-SCNN: dual-threshold spiking convolutional neural network with fewer operations and memory access for edge applications	5
A combination network of CNN and transformer for interference identification	5
Toward a computational theory of manifold untangling: from global embedding to local flattening	5
A three-step, “brute-force” approach toward optimized affine spatial normalization	5
A Neuron-Glial Model of Exosomal Release in the Onset and Progression of Alzheimer's Disease	5
A Computational Model of Working Memory Based on Spike-Timing-Dependent Plasticity	5
Predicting Spike Features of Hodgkin-Huxley-Type Neurons With Simple Artificial Neural Network	5
Research on the multi-granularity method of role engineering	5
Editorial: Advanced deep learning approaches for medical neuroimaging data with limitation	5
Cannabinoid signaling and risk in Huntington's disease	5
cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU	5
Grid codes vs. multi-scale, multi-field place codes for space	5
Self-organized criticality in a mesoscopic model of excitatory-inhibitory neuronal populations by short-term and long-term synaptic plasticity	5
Text clustering based on pre-trained models and autoencoders	5
Quantitative properties of the creation and activation of a cell-intrinsic duration-encoding engram	5
Grid cells, border cells, and discrete complex analysis	5
Computational assessment of visual coding across mouse brain areas and behavioural states	5
Robust and efficient representations of dynamic stimuli in hierarchical neural networks via temporal smoothing	5
Sparse Granger Causality Analysis Model Based on Sensors Correlation for Emotion Recognition Classification in Electroencephalography	4
Machine learning hypothesis-generation for patient stratification and target discovery in rare disease: our experience with Open Science in ALS	4
Quantitative analysis of the optogenetic excitability of CA1 neurons	4
Behavioral Time Scale Plasticity of Place Fields: Mathematical Analysis	4
Computer vision quantization research on the architectural color of Avenida de Almeida Ribeiro in Macau based on the human eye perspective	4
Noise-tuned bursting in a Hedgehog burster	4
Biases in BCI experiments: Do we really need to balance stimulus properties across categories?	4
Active inference, morphogenesis, and computational psychiatry	4
Machine learning algorithm performance evaluation in structural magnetic resonance imaging-based classification of pediatric bipolar disorders type I patients	4
Fractional-Order Traveling Wave Approximations for a Fractional-Order Neural Field Model	4
Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review	4
A combinatorial deep learning method for Alzheimer’s disease classification-based merging pretrained networks	4
Multimodal consumer choice prediction using EEG signals and eye tracking	4

Status of deep learning for EEG-based brain–computer interface applications	4
Cross-Frequency Slow Oscillation–Spindle Coupling in a Biophysically Realistic Thalamocortical Neural Mass Model	4
A CNN-Based Deep Learning Approach for SSVEP Detection Targeting Binaural Ear-EEG	4
Computational models of neurotransmission at cerebellar synapses unveil the impact on network computation	4
Local minimization of prediction errors drives learning of invariant object representations in a generative network model of visual perception	4
Adapting hippocampus multi-scale place field distributions in cluttered environments optimizes spatial navigation and learning	4
Analysis based on neural representation of natural object surfaces to elucidate the mechanisms of a trained AlexNet model	4
Accurate few-shot object counting with Hough matching feature enhancement	4
Mind Causality: A Computational Neuroscience Approach	4
Identification of Exploration and Exploitation Balance in the Silkmoth Olfactory Search Behavior by Information-Theoretic Modeling	4
SS-DRPL: self-supervised deep representation pattern learning for voice-based Parkinson's disease detection	4
Cross-site scripting attack detection based on a modified convolution neural network	4
Quantifying network behavior in the rat prefrontal cortex	4
An initial prediction and fine-tuning model based on improving GCN for 3D human motion prediction	4
Sensory-thresholded switch of neural firing states in a computational model of the ventromedial hypothalamus	4
Regional Neurodegeneration in vitro: The Protective Role of Neural Activity	4
Online spike-based recognition of digits with ultrafast microlaser neurons	4
Integrating ankle and hip strategies for the stabilization of upright standing: An intermittent control model	4
Unified theory of alpha, mu, and tau rhythms via eigenmodes of brain activity	4
A theoretical model reveals specialized synaptic depressions and temporal frequency tuning in retinal parallel channels	4
Enhancing brain tumor classification in MRI scans with a multi-layer customized convolutional neural network approach	4
Predictive neuromodulation of cingulo-frontal neural dynamics in major depressive disorder using a brain-computer interface system: A simulation study	4
Assessment of Carotid Plaque Stability Using Contrast-Enhanced Ultrasound and Its Correlation With the Expression of CD147 and MMP-9 in the Plaque	4
Discrete Dynamics of Dynamic Neural Fields	4
Short- and Long-Range Connections Differentially Modulate the Dynamics and State of Small-World Networks	4
Quantifying the Landscape of Decision Making From Spiking Neural Networks	4
Conditional spatial biased intuitionistic clustering technique for brain MRI image segmentation	4
Research and Application of Fine-Grained Image Classification Based on Small Collar Dataset	3
Maximal Dependence Capturing as a Principle of Sensory Processing	3
Interactions of Medial and Lateral Prefrontal Cortex in Hierarchical Predictive Coding	3
Reservoir based spiking models for univariate Time Series Classification	3
Extracting Dynamical Understanding From Neural-Mass Models of Mouse Cortex	3
The Use of Reduced Models to Generate Irregular, Broad-Band Signals That Resemble Brain Rhythms	3
Real-time numerical system convertor via two-dimensional WS2-based memristive device	3
Facial emotion recognition using deep quantum and advanced transfer learning mechanism	3
Editorial: Decoding novel therapeutic targets, biomarkers, and drug development strategies against neurodegenerative disorders—A multi-omics approach	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
Multi-scale asynchronous correlation and 2D convolutional autoencoder for adolescent health risk prediction with limited fMRI data	3
Neural Systems Under Change of Scale	3
Structural Features of the Human Connectome That Facilitate the Switching of Brain Dynamics via Noradrenergic Neuromodulation	3
Enhanced simulations of whole-brain dynamics using hybrid resting-state structural connectomes	3
Classification of dry and wet macular degeneration based on the ConvNeXT model	3
Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer	3
Editorial: Advancing our understanding of the impact of dynamics at different spatiotemporal scales and structure on brain synchronous activity, volume II	3
A neuro-inspired computational model of life-long learning and catastrophic interference, mimicking hippocampus novelty-based dopamine modulation and lateral inhibitory plasticity	3
GAPCNN with HyPar: Global Average Pooling convolutional neural network with novel NNLU activation function and HYBRID parallelism	3
Editorial: The new frontier in brain network physiology: from temporal dynamics to the principles of integration in physiological brain networks	3
Research on the spatial layout optimization strategy of Huaihe Road Commercial Block in Hefei city based on space syntax theory	3
Photorealistic Reconstruction of Visual Texture From EEG Signals	3
Editorial: Functional microcircuits in the brain and in artificial intelligent systems	3
Editorial: Memristor Computing for Neuromorphic Systems	3
The synaptic correlates of serial position effects in sequential working memory	3
An N400 identification method based on the combination of Soft-DTW and transformer	3
A Computational Framework for Controlling the Self-Restorative Brain Based on the Free Energy and Degeneracy Principles	3
Atypical development of causal inference in autism inferred through a neurocomputational model	3
Multimodal sleep staging network based on obstructive sleep apnea	3
Evaluation of computed tomography images under deep learning in the diagnosis of severe pulmonary infection	3
A neural network model for timing control with reinforcement	3
Can Deep Learning Hit a Moving Target? A Scoping Review of Its Role to Study Neurological Disorders in Children	3
Examining electroencephalogram signatures of people with multiple sclerosis using a nonlinear dynamics approach: a systematic review and bibliographic analysis	3
Understanding the Impact of Neural Variations and Random Connections on Inference	3
Disinhibitory circuit mediated by connections from vasoactive intestinal polypeptide to somatostatin interneurons underlies the paradoxical decrease in spike synchrony with increased border ownership	3
Cerebellum as a kernel machine: A novel perspective on expansion recoding in granule cell layer	3
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	3
Effects of Several Classes of Voltage-Gated Ion Channel Conductances on Gamma and Theta Oscillations in a Hippocampal Microcircuit Model	3
A Dynamic Efficient Sensory Encoding Approach to Adaptive Tuning in Neural Models of Optic Flow Processing	3
Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall of stimulus features and categories	3
Analytic Model for Feature Maps in the Primary Visual Cortex	3
Computational Psychiatry and Computational Neurology: Seeking for Mechanistic Modeling in Cognitive Impairment and Dementia	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
Editorial: Complex network dynamics in consciousness	3
Analysis of abnormal posture in patients with Parkinson's disease using a computational model considering muscle tones	3
Nonlinear optimal control of a mean-field model of neural population dynamics	3
CRBA: A Competitive Rate-Based Algorithm Based on Competitive Spiking Neural Networks	3
Editorial: Symmetry as a guiding principle in artificial and brain neural networks, volume II	3
Football referee gesture recognition algorithm based on YOLOv8s	3
Some sufficient conditions on hamilton graphs with toughness	3
The Face Inversion Effect in Deep Convolutional Neural Networks	3
An information theoretic score for learning hierarchical concepts	3
Neuro-environmental interactions: a time sensitive matter	3
Information representation in an oscillating neural field model modulated by working memory signals	3
Toward a causal model of chronic back pain: Challenges and opportunities	3
Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces	2
Convolutional neural networks for vision neuroscience: significance, developments, and outstanding issues	2
The Connectivity Fingerprints of Highly-Skilled and Disordered Reading Persist Across Cognitive Domains	2
Memory consolidation from a reinforcement learning perspective	2
Ayu-Characterization of healthy aging from neuroimaging data with deep learning and rsfMRI	2
Editorial: The role of the interactions via movements in the spatial and temporal representation of external objects	2
Colorectal image analysis for polyp diagnosis	2
Collective Dynamics of Neural Networks With Sleep-Related Biological Drives in Drosophila	2
Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach	2
Explosive Synchronization-Based Brain Modulation Reduces Hypersensitivity in the Brain Network: A Computational Model Study	2
Computational Efficiency of a Modular Reservoir Network for Image Recognition	2
Editorial: Advances in computer science and their impact on data acquisition and analysis in neuroscience	2
MUNet: a novel framework for accurate brain tumor segmentation combining UNet and mamba networks	2