OOIR: Observatory of International Research

Papers

(The H4-Index of Frontiers in Neurorobotics is 29. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Reach Space Analysis of Baseline Differential Extrinsic Plasticity Control	146
Editorial: Deformable object manipulation	131
A multi-scale robotic tool grasping method for robot state segmentation masks	119
An improved graph factorization machine based on solving unbalanced game perception	91
Editorial: Cognitive inspired aspects of robot learning	62
Improving the Robustness of Human-Machine Interactive Control for Myoelectric Prosthetic Hand During Arm Position Changing	61
Multimodal robotic music performance art based on GRU-GoogLeNet model fusing audiovisual perception	61
Design of a SMA-based soft composite structure for wearable rehabilitation gloves	59
4D trajectory lightweight prediction algorithm based on knowledge distillation technique	53
3D convolutional neural network based on spatial-spectral feature pictures learning for decoding motor imagery EEG signal	53
Monocular catadioptric panoramic depth estimation via improved end-to-end neural network model	53
Location estimation based on feature mode matching with deep network models	51
Exploring the effects of serial and parallel elasticity on a hopping robot	48
Green Supply Chain Optimization Based on BP Neural Network	45
Semiactive Knee Orthotic Using a MR Damper and a Smart Insole to Control the Damping Force Sensing the Plantar Pressure	43
Using enactive robotics to think outside of the problem-solving box: How sensorimotor contingencies constrain the forms of emergent autononomous habits	39
Vehicle recognition pipeline via DeepSort on aerial image datasets	38
Critical review on the relationship between design variables and performance of dexterous hands: a quantitative analysis	38
Side-Scan Sonar Image Segmentation Based on Multi-Channel CNN for AUV Navigation	37
DualFlow: Generating imperceptible adversarial examples by flow field and normalize flow-based model	36
Edge-guided feature fusion network for RGB-T salient object detection	35
Editorial: Novel methods in embodied and enactive AI and cognition	35
Toward accurate single image sand dust removal by utilizing uncertainty-aware neural network	32
Intuitive and versatile bionic legs: a perspective on volitional control	30
A simple robot suggests trunk rotation is essential for emergence of inside leading limb during quadruped galloping turns	30

Editorial: Neuromorphic engineering for robotics	30
Reinforcement learning based variable damping control of wearable robotic limbs for maintaining astronaut pose during extravehicular activity	30
Gradient adaptive sampling and multiple temporal scale 3D CNNs for tactile object recognition	30
Application of conditional generative adversarial network to multi-step car-following modeling	29