Year
|
Recipients
|
Key contributions
|
Affiliated institute(s)
|
2001
|
ジェフリー・E・ヒントンn
|
Application of the backpropagation algorithm, Boltzmann machines
|
University of Toronto,
Google AI,
University of California, San Diego,
Carnegie Mellon University,
University College London,
University of Edinburgh
|
2002
|
Richard M. Shiffrin
|
Atkinson-Shiffrin memory model, Retrieving Effectively From Memory model
|
Indiana University
|
2003
|
Aravind Joshi
|
Tree-adjoining grammar formalism, Centering Theory
|
University of Pennsylvania
|
2004
|
John Anderson
|
Adaptive Control of Thought—Rational theory
|
Carnegie Mellon University,
Yale University
|
2005
|
Paul Smolensky
|
Integrated Connectionist/Symbolic (ICS) architecture
|
Johns Hopkins University,
Microsoft Research,
University of California, San Diego
|
2006
|
Roger Shepard
|
Non-metric multidimensional scaling, Universal Law of Generalization, theories on mental rotation
|
Stanford University
|
2007
|
Jeffrey L. Elman
|
TRACE model, Simple Recurrent Neural Network (SRNN)
|
University of California, San Diego
|
2008
|
Shimon Ullman
|
Theories of motion perception, application of visual routines, saliency maps
|
Weizmann Institute of Science, Israel,
Massachusetts Institute of Technology
|
2009
|
Susan Carey
|
Theories of conceptual development and language development, fast mapping
|
Harvard University,
Massachusetts Institute of Technology,
New York University
|
2010
|
Jay McClelland
|
Parallel Distributed Processing, application of connectionist models in cognition
|
Stanford University, Carnegie Mellon University,
|
2011
|
Judea Pearl
|
The probabilistic approach to artificial intelligence, belief propagation
|
University of California, Los Angeles,
Princeton University,
Electronic Memories, Inc.
|
2012
|
Peter Dayan
|
Application of Bayesian Methods to computational neuroscience, Q-learning algorithm, wake-sleep algorithm, Helmholtz machine
|
Max Planck Institute for Biological Cybernetics,
University College London,
Massachusetts Institute of Technology
|
2013
|
Linda B. Smith
|
Dynamic systems approach to cognitive development, early word learning, shape bias
|
Indiana University
|
2014
|
Ray Jackendoff
|
Conceptual semantics, generative theory of tonal music
|
Tufts University,
Brandeis University
|
2015
|
Michael I. Jordan
|
Latent Dirichlet allocation, variational methods for approximate inference, expectation-maximization algorithm
|
University of California, Berkeley,
University of California, San Diego,
Massachusetts Institute of Technology
|
2016
|
Dedre Gentner
|
Structure-Mapping Theory of analogical reasoning, theories of mental models, kind world hypothesis
|
Northwestern University,
University of Illinois at Urbana-Champaign,
Bolt Beranek and Newman, Inc,
University of Washington
|
2017
|
Lila Gleitman
|
Theories of language acquisition and developmental psycholinguistics, notably the syntactic bootstrapping
|
University of Pennsylvania
|
2018
|
Michael Tanenhaus
|
Theories of language comprehension, notably the visual world paradigm
|
University of Rochester,
Wayne State University
|
2019
|
Michelene Chi
|
Self-explanation, ICAP theory of active learning
|
Arizona State University,
|
2020
|
Stanislas Dehaene
|
Theories of numerical cognition, neural basis of reading, neural correlates of consciousness
|
INSERM, Collège de France
|
2021
|
Susan Goldin-Meadow
|
Innateness of language, gestural systems of communication
|
University of Chicago
|
2022
|
Michael Tomasello
|
Functional theories of language development, uniqueness of human social cognition, namely the collective intentionality.
|
Duke University,
Max Planck Institute for Evolutionary Anthropology,
University of Leipzig,
Emory University
|