Yoki Matsuoka

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About

Yoki Matsuoka is a pioneering researcher at the intersection of robotics, neuroscience, and rehabilitation engineering. Her work focuses on understanding and augmenting human motor control, particularly through the development of safe, interactive robotic systems for stroke rehabilitation. Matsuoka’s major contributions include the concept of “feedback distortion” to enhance controllability of human limb motion—a novel approach that manipulates sensory feedback to improve motor learning and recovery. Her 2008 paper on this topic, which has garnered 11 citations, highlights the critical need for safety in human-robot interaction, addressing the risks of large energetic actuators in rehabilitation devices. Beyond this, Matsuoka has advanced the design of compliant, bio-inspired robotic hands and neural interfaces, bridging gaps between engineering and clinical practice. Her work has influenced the field of virtual robotic rehabilitation, emphasizing that safety must be integrated into hardware design, not just software. With a career dedicated to restoring motor function in stroke survivors, Matsuoka’s research continues to shape how robots can intimately and safely interact with the human body.