Setting forth the state of the art, leading researchers present a survey on the fast-developing field of Connectionist Psycholinguistics. Using connectionist or "neural" networks, which are inspired by brain architecture, to model empirical data on human language processing. Connectionist psycholinguistics has had a substantial impact on the study of a wide range of aspects of language processing, ranging from inflectional morphology, to word recognition, to parsing and language production.