Information theorists Pierre Baldi of UC Irvine and Laurent Itti of the University of Southern California are joining with electrophysiologist Douglas Muoz of Queens University, Canada on the $600,000 study.
Itti, an assistant professor of computer science at USC's Viterbi School of Engineering who is principal investigator on the project, notes that "rapid reaction to change is often a matter of life or death for animals. A faint rustle or puff of dust can signal the presence of food to seek, or a predator to flee. But what marks some changes as demanding attention?"
The new computational theory of surprise was conceived by Baldi, who is director of the Institute for Genomics and Informatics (IGB)[ http://www.igb.uci.edu] at UCI in 1999, first published in 2002, and has been developed experimentally with Itti subsequently. Early laboratory experiments have shown the Baldi-Itti model outperforms previous theories in predicting human responses to sudden unusual stimuli.
The NSF award will put the theory to intensive testing. "We believe this approach has potential for profoundly changing our current notions of how 'important' or 'surprising' information is understood," said Baldi.
"This is a very exciting project," said Kenneth Whang, program director at NSF's Computer and Information Science & Engineering (CISE) directorate. "The researchers have developed an elegant theory from first principles that has a lot of explanatory potential."
Baldi and Itti will present the outlines of their mathematical
understanding of surprise -- along with their empirical studies on
Contact: Eric Mankin
University of Southern California