Neural Networks is the archival journal of the world's three oldest neural modeling societies: the International Neural Network Society (INNS), the European Neural Network Society (ENNS), and the Japanese Neural Network Society (JNNS). A subscription to the journal is included with membership in each of these societies.

Neural Networks is unique in its range and provides a forum for developing and nurturing an international community of scholars and practitioners who are interested in all aspects of neural networks and related approaches to computational intelligence. Neural NetworksNeural Networks editorial board represents experts in fields including psychology, neurobiology, computer science, engineering, mathematics, and physics. The journal publishes current opinions, contributed articles, invited articles, letters to the editor, special issues, book reviews, editorials, current events, software surveys, and patent information. Articles are published in one of five sections: psychology and cognitive science, neuroscience and neuropsychology, mathematical and computer analysis, engineering and design, and technology and applications.