Researchers at Delft University of Technology have created a drone that can fly autonomously, utilizing neuromorphic image processing and control inspired by the functioning of animal brains. Animal brains process data and consume energy more efficiently than the deep neural networks typically operated on GPUs. Consequently, neuromorphic processors are ideal for small drones, as they eliminate the need for bulky hardware and large batteries.
The results are extraordinary: during flight, the drone’s deep neural network processes data up to 64 times faster and consumes three times less energy than when running on a GPU. Further developments of this technology may enable the leap for drones to become as small, agile, and smart as flying insects or birds. The findings were recently published in Science Robotics.
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