Robots are stuck in an analog world, and any physical interactions they have with the world (mediated through sensors) are fundamentally analog in nature. In this hybrid analog-digital computation platform, in which the digital component runs the high-level algorithm, the analog component is responsible for sensor fusion and motion control.
Source: Brain-Inspired Robot Controller Uses Memristors for Fast, Efficient Movement – IEEE Spectrum
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