Researchers at Notre Dame have demonstrated a novel one-shot learning method that allows computers to draw upon already learned patterns more quickly and efficiently and using less energy than currently possible, while adapting to new tasks and previously unseen data.

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A team led by Suman Datta, Stinson Professor of Nanotechnology and director of the Applications and Systems-driven Center for Energy-Efficient integrated Nano Technologies and the Center for Extremely Energy Efficient Collective Electronics, has successfully demonstrated the hardware for low-power compact nano-oscillators for use in mobile robotics and prosthetics for spinal cord injuries.

Read More about Similarities in biology and technology inspire novel approach in mobile robotics and prosthetics for spinal cord injuries