OOIR: Observatory of International Research

Papers

(The H4-Index of Frontiers in Computational Neuroscience is 22. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)

Article	Citations
Meta-Learning for Decoding Neural Activity Data With Noisy Labels	98
Predictive coding with spiking neurons and feedforward gist signaling	86
Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices	77
Short-term postsynaptic plasticity facilitates predictive tracking in continuous attractors	72
High precision visual localization method of UAV based on feature matching	60
FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model	45
Toward Precise Localization of Abnormal Brain Activity: 1D CNN on Single Voxel fMRI Time-Series	41
Research on efficient feature extraction: Improving YOLOv5 backbone for facial expression detection in live streaming scenes	40
Electroencephalogram-based adaptive closed-loop brain-computer interface in neurorehabilitation: a review	39
Editorial: Symmetry as a guiding principle in artificial and brain neural networks	35
Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition	34
Reinforced liquid state machines—new training strategies for spiking neural networks based on reinforcements	33
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	30
NeuroFusionNet: cross-modal modeling from brain activity to visual understanding	28
Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision	26
A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals	26
DTCNet: finger flexion decoding with three-dimensional ECoG data	25
Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients	24
Production of adaptive movement patterns via an insect inspired spiking neural network central pattern generator	24
A comprehensive neural simulation of slow-wave sleep and highly responsive wakefulness dynamics	24
Computer vision quantization research on the architectural color of Avenida de Almeida Ribeiro in Macau based on the human eye perspective	24
Performance control study of interleaved meltblown non-woven materials based on statistical analysis and predictive modeling	24
Editorial: The embodied brain: computational mechanisms of integrated sensorimotor interactions with a dynamic environment, volume II	22
Toward a computational theory of manifold untangling: from global embedding to local flattening	22
Online spike-based recognition of digits with ultrafast microlaser neurons	22

The mesoanatomy of the cortex, minimization of free energy, and generative cognition