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 2021-06-01 to 2025-06-01.)

Article	Citations
A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals	90
Editorial: Symmetry as a guiding principle in artificial and brain neural networks	78
Short-term postsynaptic plasticity facilitates predictive tracking in continuous attractors	70
FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model	67
NeuroFusionNet: cross-modal modeling from brain activity to visual understanding	53
Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices	42
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	38
Meta-Learning for Decoding Neural Activity Data With Noisy Labels	36
Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition	36
High precision visual localization method of UAV based on feature matching	33
Predictive coding with spiking neurons and feedforward gist signaling	33
Electroencephalogram-based adaptive closed-loop brain-computer interface in neurorehabilitation: a review	32
Reinforced liquid state machines—new training strategies for spiking neural networks based on reinforcements	28
Research on efficient feature extraction: Improving YOLOv5 backbone for facial expression detection in live streaming scenes	28
Toward a computational theory of manifold untangling: from global embedding to local flattening	25
Toward Precise Localization of Abnormal Brain Activity: 1D CNN on Single Voxel fMRI Time-Series	25
Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision	25
Grid cells, border cells, and discrete complex analysis	24
Performance control study of interleaved meltblown non-woven materials based on statistical analysis and predictive modeling	24
Online spike-based recognition of digits with ultrafast microlaser neurons	24
Editorial: The embodied brain: computational mechanisms of integrated sensorimotor interactions with a dynamic environment, volume II	23
Text clustering based on pre-trained models and autoencoders	23
Computer vision quantization research on the architectural color of Avenida de Almeida Ribeiro in Macau based on the human eye perspective	22