Marrying a sensitive detector technology capable of distinguishing hundreds of different chemical compounds with a pattern-recognition module that mimics the way animals recognize odors, researchers have created a new approach for ‘electronic noses’ that is more adept than conventional methodologies at recognizing molecular features even for chemicals it has not been trained to detect.