9 found
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  1. An information theoretical approach to prefrontal executive function.Etienne Koechlin & Christopher Summerfield - 2007 - Trends in Cognitive Sciences 11 (6):229-235.
  2.  73
    Induced gamma activity is associated with conscious awareness of pattern masked nouns.Christopher Summerfield, Anthony Ian Jack & Adrian Philip Burgess - 2002 - International Journal of Psychophysiology 44 (2):93-100.
  3.  54
    Building machines that learn and think for themselves.Matthew Botvinick, David G. T. Barrett, Peter Battaglia, Nando de Freitas, Darshan Kumaran, Joel Z. Leibo, Timothy Lillicrap, Joseph Modayil, Shakir Mohamed, Neil C. Rabinowitz, Danilo J. Rezende, Adam Santoro, Tom Schaul, Christopher Summerfield, Greg Wayne, Theophane Weber, Daan Wierstra, Shane Legg & Demis Hassabis - 2017 - Behavioral and Brain Sciences 40.
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  4.  48
    Grounding predictive coding models in empirical neuroscience research.Tobias Egner & Christopher Summerfield - 2013 - Behavioral and Brain Sciences 36 (3):210-211.
  5.  17
    Overlapping multivoxel patterns for two levels of visual expectation.Vincent de Gardelle, Mark Stokes, Vanessa M. Johnen, Valentin Wyart & Christopher Summerfield - 2013 - Frontiers in Human Neuroscience 7.
  6.  11
    Thinking beyond the ventral stream: Comment on Bowers et al.Christopher Summerfield & Jessica A. F. Thompson - 2023 - Behavioral and Brain Sciences 46:e409.
    Bowers et al. rightly emphasise that deep learning models often fail to capture constraints on visual perception that have been discovered by previous research. However, the solution is not to discard deep learning altogether, but to design stimuli and tasks that more closely reflect the problems that biological vision evolved to solve, such as understanding scenes and preparing skilled action.
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  7. Quo vadis, planning?Jacques Pesnot-Lerousseau & Christopher Summerfield - 2024 - Behavioral and Brain Sciences 47:e160.
    Deep meta-learning is the driving force behind advances in contemporary AI research, and a promising theory of flexible cognition in natural intelligence. We agree with Binz et al. that many supposedly “model-based” behaviours may be better explained by meta-learning than by classical models. We argue that this invites us to revisit our neural theories of problem solving and goal-directed planning.
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  8.  16
    Perceptual suboptimality: Bug or feature?Christopher Summerfield & Vickie Li - 2018 - Behavioral and Brain Sciences 41.
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  9.  9
    Human optional stopping in a heteroscedastic world.Hannah Tickle, Konstantinos Tsetsos, Maarten Speekenbrink & Christopher Summerfield - 2023 - Psychological Review 130 (1):1-22.
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