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Biology provides the inspiration for a vision of small low-power devices that are able to learn rapidly and autonomously about environmental contingencies, enabling prediction and adaptive anticipatory action. Larval Drosophila have fewer than 10,000 neurons, yet express a variety of complex orientation and learning behaviours, including non-trivial anticipatory actions requiring context-dependent ...