James McClelland (psychologist)

James Lloyd "Jay" McClelland, FBA (born December 1, 1948) is the Lucie Stern Professor at Stanford University, where he was formerly the chair of the Psychology Department. He is best known for his work on statistical learning and Parallel Distributed Processing, applying connectionist models (or neural networks) to explain cognitive phenomena such as spoken word recognition and visual word recognition. McClelland is to a large extent responsible for the large increase in scientific interest in connectionism in the 1980s.

Early life and education

McClelland was born on December 1, 1948, to Walter Moore and Frances (Shaffer) McClelland. He received a B.A. in Psychology from Columbia University in 1970, and a Ph.D. in Cognitive Psychology from the University of Pennsylvania in 1975. He married Heidi Marsha Feldman on May 6, 1978, and has two daughters.

Career

In 1986 McClelland published Parallel Distributed Processing: Explorations in the Microstructure of Cognition with David Rumelhart, which some still regard as a bible for cognitive scientists. Geoffrey Hinton was a member of the PDP group. McClelland present work focuses on learning, memory processes, and psycholinguistics, still within the framework of connectionist models. He is a former chair of the Rumelhart Prize committee, having collaborated with Rumelhart for many years, and himself received the award in 2010 at the Cognitive Science Society Annual Conference in Portland, Oregon.