Maria Gragnaniello

Papers

Total Citations

H-Index

About

Maria Gragnaniello is a pioneering researcher at the intersection of robotics, artificial intelligence, and human augmentation. Her primary research areas include prosthetic control, wearable robotics, and edge-AI systems, with a particular focus on enhancing human capabilities through robotic extra-limbs. Gragnaniello's most notable contribution is her groundbreaking work on integrating Deep Edge Artificial Intelligence with Inertial Measurement Units (IMUs) for controlling robotic appendages, such as the "Sixth Finger." Her 2025 study, which has already garnered attention in the field, demonstrates the feasibility of using Intelligent Sensor Processing Units (ISPUs) to achieve precise, real-time control of these assistive devices. This work represents a significant leap forward in making prosthetic and augmentative technologies more responsive and practical for everyday use. By combining deep learning algorithms with compact, energy-efficient hardware, Gragnaniello is helping to bridge the gap between advanced AI and real-world wearable robotics. Her research holds profound implications for individuals with motor impairments and for the future of human-machine interaction, positioning her as a rising leader in the field of assistive robotics and edge computing.