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. It enables more compact hardware for pattern recognition and sensory processing. This shift reduces the power gap between synthetic chips and the human brain.