Frontiers in Computational Neuroscience

Article	Citations
A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals	84
Editorial: Symmetry as a guiding principle in artificial and brain neural networks	76
FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model	65
Short-term postsynaptic plasticity facilitates predictive tracking in continuous attractors	65
NeuroFusionNet: cross-modal modeling from brain activity to visual understanding	50
Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices	40
Electroencephalogram-based adaptive closed-loop brain-computer interface in neurorehabilitation: a review	36
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	35
Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition	34
Meta-Learning for Decoding Neural Activity Data With Noisy Labels	33
Toward Precise Localization of Abnormal Brain Activity: 1D CNN on Single Voxel fMRI Time-Series	31
Research on efficient feature extraction: Improving YOLOv5 backbone for facial expression detection in live streaming scenes	30
Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision	28
Predictive coding with spiking neurons and feedforward gist signaling	26
Toward a computational theory of manifold untangling: from global embedding to local flattening	24
High precision visual localization method of UAV based on feature matching	24
Online spike-based recognition of digits with ultrafast microlaser neurons	23
Performance control study of interleaved meltblown non-woven materials based on statistical analysis and predictive modeling	23
Grid cells, border cells, and discrete complex analysis	23
Editorial: The embodied brain: computational mechanisms of integrated sensorimotor interactions with a dynamic environment, volume II	21
Text clustering based on pre-trained models and autoencoders	21
A comprehensive neural simulation of slow-wave sleep and highly responsive wakefulness dynamics	21
Production of adaptive movement patterns via an insect inspired spiking neural network central pattern generator	20
Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients	20
Computer vision quantization research on the architectural color of Avenida de Almeida Ribeiro in Macau based on the human eye perspective	20

Patient-specific approach using data fusion and adversarial training for epileptic seizure prediction	19
The mesoanatomy of the cortex, minimization of free energy, and generative cognition	19
Structural Features of the Human Connectome That Facilitate the Switching of Brain Dynamics via Noradrenergic Neuromodulation	18
Neuro-environmental interactions: a time sensitive matter	17
Hybrid deep spatial and statistical feature fusion for accurate MRI brain tumor classification	17
The Use of Reduced Models to Generate Irregular, Broad-Band Signals That Resemble Brain Rhythms	17
Ayu-Characterization of healthy aging from neuroimaging data with deep learning and rsfMRI	17
Reservoir based spiking models for univariate Time Series Classification	17
Understanding the Impact of Neural Variations and Random Connections on Inference	16
Editorial: The new frontier in brain network physiology: from temporal dynamics to the principles of integration in physiological brain networks	16
Editorial: Decoding novel therapeutic targets, biomarkers, and drug development strategies against neurodegenerative disorders—A multi-omics approach	16
A Dynamic Efficient Sensory Encoding Approach to Adaptive Tuning in Neural Models of Optic Flow Processing	16
Corrigendum: Decoding neuropathic pain: Can we predict fluctuations of propagation speed in stimulated peripheral nerve?	16
Dynamic PET Imaging Using Dual Texture Features	16
Extracting Dynamical Understanding From Neural-Mass Models of Mouse Cortex	15
Multiscale modeling of neuronal dynamics in hippocampus CA1	15
Multimodal sleep staging network based on obstructive sleep apnea	15
Editorial: Psychological and cognitive evaluation and intervention based on physiological and behavioral computing	15
Heart disease detection based on internet of things data using linear quadratic discriminant analysis and a deep graph convolutional neural network	15
The effect of hearing impairment and social participation on depressive symptoms in older adults: a cross-lagged analysis	15
Spatio-Temporally Efficient Coding Assigns Functions to Hierarchical Structures of the Visual System	14
Perineuronal nets restrict transport near the neuron surface: A coarse-grained molecular dynamics study	14
Short-Term Plasticity Regulates Both Divisive Normalization and Adaptive Responses in Drosophila Olfactory System	14
Emergent Dynamics and Spatio Temporal Patterns on Multiplex Neuronal Networks	13
Model Reduction Captures Stochastic Gamma Oscillations on Low-Dimensional Manifolds	13
Decoding the application of deep learning in neuroscience: a bibliometric analysis	13
Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces	13
Deep learning for detecting prenatal alcohol exposure in pediatric brain MRI: a transfer learning approach with explainability insights	13
Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks	12
Insertion Guidance Based on Impedance Measurements of a Cochlear Electrode Array	12
Flexible intentions: An Active Inference theory	12
The decoupling between hemodynamic parameters and neural activity implies a complex origin of spontaneous brain oscillations	12
Smoking behavior detection algorithm based on YOLOv8-MNC	12
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn	12
Ensemble deep learning for brain tumor detection	12
Improving imbalance classification via ensemble learning based on two-stage learning	11
A Network Architecture for Bidirectional Neurovascular Coupling in Rat Whisker Barrel Cortex	11
Feedback stabilization of probabilistic finite state machines based on deep Q-network	11
Editorial: Recent advances in EEG (non-invasive) based BCI applications	11
A novel associative memory model based on semi-tensor product (STP)	11
Does Your Loved One With Cognitive Symptoms Need to See a Doctor? Check It Online	11
Editorial: Understanding and bridging the gap between neuromorphic computing and machine learning, volume II	11
A computational approach based on weighted gene co-expression network analysis for biomarkers analysis of Parkinson’s disease and construction of diagnostic model	10
End-to-end model-based trajectory prediction for ro-ro ship route using dual-attention mechanism	10
Nonlinear analysis of neuronal firing modulated by sinusoidal stimulation at axons in rat hippocampus	10
LGNN: a novel linear graph neural network algorithm	10
On the similarities of representations in artificial and brain neural networks for speech recognition	10
Motion feature extraction using magnocellular-inspired spiking neural networks for drone detection	10
Reinforcement Learning Model With Dynamic State Space Tested on Target Search Tasks for Monkeys: Extension to Learning Task Events	10
Neuronal and behavioral affective perceptions of human and naturalness-reduced emotional prosodies	10

Impact of DC-Coupled Electrophysiological Recordings for Translational Neuroscience: Case Study of Tracking Neural Dynamics in Rodent Models of Seizures	9
Degeneracy and stability in neural circuits of dopamine and serotonin neuromodulators: A theoretical consideration	9
Reinforcement Learning for Central Pattern Generation in Dynamical Recurrent Neural Networks	9
Single channel approach for filtering electroencephalographic signals strongly contaminated with facial electromyography	9
Editorial: Neuro-inspired sensing and computing: Novel materials, devices, and systems	9
A spatial map: a propitious choice for constraining the binding problem	9
Spike-HAR++: an energy-efficient and lightweight parallel spiking transformer for event-based human action recognition	9
Dynamics of a model for the degradation mechanism of aggregated α-synuclein in Parkinson's disease	8
Feature separation and adversarial training for the patient-independent detection of epileptic seizures	8
Explaining Orientation Adaptation in V1 by Updating the State of a Spatial Model	8
Improving Between-Group Effect Size for Multi-Site Functional Connectivity Data via Site-Wise De-Meaning	8
Kohonen neural network and symbiotic-organism search algorithm for intrusion detection of network viruses	8
Clustering and disease subtyping in Neuroscience, toward better methodological adaptations	8
Unification of free energy minimization, spatiotemporal energy, and dimension reduction models of V1 organization: Postnatal learning on an antenatal scaffold	8
Emergence of Lie Symmetries in Functional Architectures Learned by CNNs	8
HTsort: Enabling Fast and Accurate Spike Sorting on Multi-Electrode Arrays	8
Information bottleneck-based Hebbian learning rule naturally ties working memory and synaptic updates	8
The significance of cerebellar contributions in early-life through aging	8
A machine learning approach to evaluate the impact of virtual balance/cognitive training on fall risk in older women	8
Controlling Alzheimer’s Disease Through the Deep Brain Stimulation to Thalamic Relay Cells	8
An Approach for Stabilizing Abnormal Neural Activity in ADHD Using Chaotic Resonance	7
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system	7
Network Model With Reduced Metabolic Rate Predicts Spatial Synchrony of Neuronal Activity	7
A Model of Pattern Separation by Single Neurons	7
Interpreting the decisions of CNNs via influence functions	7
Latent dynamics of primary sensory cortical population activity structured by fluctuations in the local field potential	7
Event-Based Trajectory Prediction Using Spiking Neural Networks	7
Leveraging conscious and nonconscious learning for efficient AI	7
Addressing skepticism of the critical brain hypothesis	7
Complexity-based graph convolutional neural network for epilepsy diagnosis in normal, acute, and chronic stages	7
Book review: Electrical fields and the experienced life	7
Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks	7
Motor cortex outputs evoked by long-duration microstimulation encode synergistic muscle activation patterns not controlled movement trajectories	7
A neural learning approach for simultaneous object detection and grasp detection in cluttered scenes	7
Positional multi-length and mutual-attention network for epileptic seizure classification	7
Single-Trial MEG Data Can Be Denoised Through Cross-Subject Predictive Modeling	7
An interpretable approach for automatic aesthetic assessment of remote sensing images	7
Prestimulus α/β power in temporal-order judgments: individuals differ in direction of modulation but show consistency over auditory and visual tasks	6
Mean-field based framework for forward modeling of LFP and MEG signals	6
A computational classification method of breast cancer images using the VGGNet model	6
Computing the partition dimension of certain families of Toeplitz graph	6
Mind Causality: A Computational Neuroscience Approach	6
Noise-tuned bursting in a Hedgehog burster	6
Role of Lateral Inhibition on Visual Number Sense	6
Editorial: Computer vision and image synthesis for neurological applications	6
Method for persistent topological features extraction of schizophrenia patients’ electroencephalography signal based on persistent homology	6
Predicting Brain Regions Related to Alzheimer's Disease Based on Global Feature	6
Quantifying network behavior in the rat prefrontal cortex	6
Cross-site scripting attack detection based on a modified convolution neural network	6
Distinctive properties of biological neural networks and recent advances in bottom-up approaches toward a better biologically plausible neural network	6
U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis	6
The Data Efficiency of Deep Learning Is Degraded by Unnecessary Input Dimensions	6
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
Biases in BCI experiments: Do we really need to balance stimulus properties across categories?	6
Unified theory of alpha, mu, and tau rhythms via eigenmodes of brain activity	6
Editorial: Advances in computer science and their impact on data acquisition and analysis in neuroscience	5
The synaptic correlates of serial position effects in sequential working memory	5
A neuro-inspired computational model of life-long learning and catastrophic interference, mimicking hippocampus novelty-based dopamine modulation and lateral inhibitory plasticity	5
A combinatorial deep learning method for Alzheimer’s disease classification-based merging pretrained networks	5
Classification of dry and wet macular degeneration based on the ConvNeXT model	5
Locomotor Pattern and Force Generation Modulated by Ionic Channels: A Computational Study of Spinal Networks Underlying Locomotion	5
Simulating combined monoaminergic depletions in a PD animal model through a bio-constrained differential equations system	5
Neurocomputational mechanisms underlying perception and sentience in the neocortex	5
Controlling neocortical epileptic seizures using forced temporal spike-time stimulation: an in silico computational study	5
Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach	5
Synaptic plasticity facilitates oscillations in a V1 cortical column model with multiple interneuron types	5
Response of a neuronal network computational model to infrared neural stimulation	5
Integrated world modeling theory expanded: Implications for the future of consciousness	5
The connectivity degree controls the difficulty in reservoir design of random boolean networks	5
Editorial: Computational modeling and machine learning methods in neurodevelopment and neurodegeneration: from basic research to clinical applications	5
Analysis of abnormal posture in patients with Parkinson's disease using a computational model considering muscle tones	5
Monitoring and Evaluation of Emotion Regulation by Aerobic Exercise and Motor Imagery Based on Functional Near-Infrared Spectroscopy	5
Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems	5
Deep attention super-resolution of brain magnetic resonance images acquired under clinical protocols	5
Corrigendum: An initial prediction and fine-tuning model based on improving GCN for 3D human motion prediction	5
Dynamics and Information Import in Recurrent Neural Networks	5
Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding	5
A new method for identifying and evaluating depressive disorders in young people based on cognitive neurocomputing: an exploratory study	5
Novel deep learning framework for detection of epileptic seizures using EEG signals	5

Maximal Dependence Capturing as a Principle of Sensory Processing	5
Skeleton-based motion prediction: A survey	5
An N400 identification method based on the combination of Soft-DTW and transformer	5
Analytic Model for Feature Maps in the Primary Visual Cortex	5
Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review	5
Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall of stimulus features and categories	5
Can Deep Learning Hit a Moving Target? A Scoping Review of Its Role to Study Neurological Disorders in Children	5
An efficient approach for textual data classification using deep learning	5
Exploring the neural basis of creativity: EEG analysis of power spectrum and functional connectivity during creative tasks in school-aged children	5
Erratum: Covariance properties under natural image transformations for the generalised Gaussian derivative model for visual receptive fields	5
Facial emotion recognition using deep quantum and advanced transfer learning mechanism	5
Editorial: Modeling brain function at the level of neurons and circuits via computational and data-driven approaches	5
Research on the spatial layout optimization strategy of Huaihe Road Commercial Block in Hefei city based on space syntax theory	5
Symmetry-Based Representations for Artificial and Biological General Intelligence	5