Name Gail Carpenter | Role Mathematician | |
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Gail Carpenter is a cognitive scientist, neuroscientist and mathematician. She is a Professor of Cognitive and Neural Systems and a Professor of Mathematics at Boston University, and the director of the Department of Cognitive and Neural Systems (CNS) Technology Lab at Boston University.
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Adaptive resonance theory
Together with Stephen Grossberg and their students and colleagues, Gail has, since the 1980s, developed the adaptive resonance theory (ART) family of neural networks for fast stable online learning, pattern recognition, and prediction, including both unsupervised (ART 1, ART 2, ART 2-A, ART 3, fuzzy ART, distributed ART) and supervised (ARTMAP, fuzzy ARTMAP, ART-EMAP, ARTMAP-IC, ARTMAP-FTR, distributed ARTMAP, default ARTMAP) systems. These ART models have been used for a wide range of applications, including remote sensing, medical diagnosis, automatic target recognition, mobile robots, and database management.
Awards
She is the first woman to receive the IEEE Neural Networks Pioneer Award. She has been elected to successive three-year terms on the Board of Governors of the International Neural Network Society (INNS) since its founding, in 1987, and received the INNS Gabor Award. She has also served as an elected member of the Council of the American Mathematical Society, and is a charter member of the Association for Women in Mathematics.