Neurorobotics

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Neurorobotics

Neurorobotics brings together neuroscience, robotics, and artificial intelligence to explore how brain-inspired systems can drive intelligent behavior. Our Research Topics encompass neural control, brain-machine interfaces, embodied cognition, and adaptive robotics. By linking biology with technology, we aim to advance innovation in both neural science and autonomous systems.

The following Research Topics are led by experts in their field and contribute to the scientific understanding of neurorobotics. These Research Topics are published in the peer-reviewed journal Frontiers in Neurorobotics, as open access articles.Frontiers in Neurorobotics, as open access articles.

Research Topics

Frontiers' Research Topics are peer-reviewed article collections around cutting-edge research themes.
Learn more about how Research topics work.

Engineer standing by robotic arm and operating machine in factory

Data-driven and physics-informed modelling and control of soft robotic exoskeleton, prosthetic and orthoses to assist elderly people

This Research Topic aims to bring together cutting-edge contributions focused on the design, modelling, and control of soft robotic systems intended for mobility assistance and rehabilitation.

Arabic Female Future Engineer Looks At Work of Skilful Developer. Asian Man Explains Core Principles and Examins Robotic Arm. Analysis and Evaluation of Prototypes and Robotic Systems.

Multimodal human action recognition in real or virtual environments

This Research Topic focuses on novel ideas, models, and methods in artificial neural networks for multimodal human action recognition.

Advancing Neural Network-Based Intelligent Algorithms in Robotics: Challenges, Solutions, and Future Perspectives - Volume II

This Research Topic aims to address these ongoing challenges while exploring new horizons for neural network-based algorithms in robotics.

Female engineer control autonomous mobile robot or AMR in the manufacturing automation and robotics academy room. Woman engineer training or maintenance AI robot

Neuromorphic Engineering and Brain-Inspired Control for Autonomous Robotics: Bridging Neuroscience and AI for Real-World Applications

This research topic focuses on the latest advancements in neuromorphic engineering and brain-inspired control for autonomous systems.

Illustration of an abstract plexus brain.

Multiscale modeling of brain dynamics: development, validation, and applications in artificial systems or clinical populations

This Research Topic will highlight novel advancements in multiscale modeling of brain dynamics, fostering collaboration between neuroscience, psychology, robotics, AI, and clinical research.

Towards a Novel Paradigm in Brain-Inspired Computer Vision Volume II

This Research Topic aims to dive into the gap between conventional computer vision systems and human visual perception.

Young teenage girl and child therapist during EEG neurofeedback session. Electroencephalography concept.

Personalized neurophysiological interventions in education and mental health: Bridging research and human–robot interaction

This Research Topic explores the convergence of neurophysiological sensing, adaptive robotics, and human-centered AI in real-world educational and clinical settings.

selective focus of human and robot hands typing on laptop at workplace

Adaptive robotics: A computational intelligence perspective

This research topic aims to address the limitations of static, model-based robotic systems by advancing methodologies and applications in adaptive robotics, underpinned by computational intelligence.

Engineer standing by robotic arm and operating machine in factory

Data-driven and physics-informed modelling and control of soft robotic exoskeleton, prosthetic and orthoses to assist elderly people

This Research Topic aims to bring together cutting-edge contributions focused on the design, modelling, and control of soft robotic systems intended for mobility assistance and rehabilitation.

Arabic Female Future Engineer Looks At Work of Skilful Developer. Asian Man Explains Core Principles and Examins Robotic Arm. Analysis and Evaluation of Prototypes and Robotic Systems.

Multimodal human action recognition in real or virtual environments

This Research Topic focuses on novel ideas, models, and methods in artificial neural networks for multimodal human action recognition.

Advancing Neural Network-Based Intelligent Algorithms in Robotics: Challenges, Solutions, and Future Perspectives - Volume II

This Research Topic aims to address these ongoing challenges while exploring new horizons for neural network-based algorithms in robotics.

Female engineer control autonomous mobile robot or AMR in the manufacturing automation and robotics academy room. Woman engineer training or maintenance AI robot

Neuromorphic Engineering and Brain-Inspired Control for Autonomous Robotics: Bridging Neuroscience and AI for Real-World Applications

This research topic focuses on the latest advancements in neuromorphic engineering and brain-inspired control for autonomous systems.

Illustration of an abstract plexus brain.

Multiscale modeling of brain dynamics: development, validation, and applications in artificial systems or clinical populations

This Research Topic will highlight novel advancements in multiscale modeling of brain dynamics, fostering collaboration between neuroscience, psychology, robotics, AI, and clinical research.

Towards a Novel Paradigm in Brain-Inspired Computer Vision Volume II

This Research Topic aims to dive into the gap between conventional computer vision systems and human visual perception.

Young teenage girl and child therapist during EEG neurofeedback session. Electroencephalography concept.

Personalized neurophysiological interventions in education and mental health: Bridging research and human–robot interaction

This Research Topic explores the convergence of neurophysiological sensing, adaptive robotics, and human-centered AI in real-world educational and clinical settings.

selective focus of human and robot hands typing on laptop at workplace

Adaptive robotics: A computational intelligence perspective

This research topic aims to address the limitations of static, model-based robotic systems by advancing methodologies and applications in adaptive robotics, underpinned by computational intelligence.