Sound waves allow neuromorphic devices to mimic biological neurons more accurately than current electronic versions. Researchers at Xiaodong Yan's lab found this approach increases speed and energy efficiency. The method enables denser connectivity for pattern recognition. This shift reduces the power overhead for complex sensory processing in future AI hardware.