California based startup company, Eta Compute showed off the first commercial low-power AI chip capable of learning on its own using a type of machine learning called spiking neural networks
https://spectrum.ieee.org/tech-talk/semiconductors/processors/eta-compute-debuts-spiking-neural-network-chip-for-edge-ai
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