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CCN Brown Bag Series

Wednesday, February 14, 2018,
  • Location: Wilson Hall • 111 21St Ave S • Nashville, TN 37240
  • Room: 115

Jeffrey Annis, PhD (Palmeri Lab)

Department of Psychology

Vanderbilt University

"Can Visual Cognition be Predicted Using Cognitive Models Driven by Convolutional Neural Network Representations?"   We test how well convolutional neural network (CNN) high-level object representations can predict similarity and same-different judgements of novel objects by people. Do the similarities produced by a CNN model match the similarities produced by human similarity ratings? Can the object representations and similarities produced by a CNN model drive a cognitive model of same-different judgments and predict the accuracy and RTs observed in people?