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Christopher Summerfield

Neuroscience-Inspired Artificial Intelligence
2017 · Demis Hassabis, Dharshan Kumaran, et al. · Neuron · 1,682
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Hybrid computing using a neural network with dynamic external memory
2016 · Alex Graves, Greg Wayne, et al. · Nature · 1,521
An information theoretical approach to prefrontal executive function
2007 · Etienne Koechlin, Christopher Summerfield · Trends in Cognitive Sciences · 1,245
Expectation (and attention) in visual cognition
2009 · Christopher Summerfield, Tobias Egner · Trends in Cognitive Sciences · 1,005
Expectation in perceptual decision making: neural and computational mechanisms
2014 · Christopher Summerfield, Floris P. de Lange · Nature reviews. Neuroscience · 892
Neural repetition suppression reflects fulfilled perceptual expectations
2008 · Christopher Summerfield, Emily H Trittschuh, et al. · Nature Neuroscience · 750
Metacognition in human decision-making: confidence and error monitoring
2012 · Nick Yeung, Christopher Summerfield · Philosophical Transactions of the Royal Society B Biological Sciences · 738
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Predictive Codes for Forthcoming Perception in the Frontal Cortex
2006 · Christopher Summerfield, Tobias Egner, et al. · Science · 512
If deep learning is the answer, what is the question?
2020 · Andrew Saxe, Stephanie Nelli, et al. · Nature reviews. Neuroscience · 422
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Perceptual Decision Making in Rodents, Monkeys, and Humans
2017 · Timothy D. Hanks, Christopher Summerfield · Neuron · 412
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Expectation and Surprise Determine Neural Population Responses in the Ventral Visual Stream
2010 · Tobias Egner, Jim M. Monti, et al. · Journal of Neuroscience · 369
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A Neural Representation of Prior Information during Perceptual Inference
2008 · Christopher Summerfield, Etienne Koechlin · Neuron · 311
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AI can help humans find common ground in democratic deliberation
2024 · Michael Henry Tessler, Michiel A. Bakker, et al. · Science · 310
Rhythmic Fluctuations in Evidence Accumulation during Decision Making in the Human Brain
2012 · Valentin Wyart, Vincent de Gardelle, et al. · Neuron · 307
Dissociable prior influences of signal probability and relevance on visual contrast sensitivity
2012 · Valentin Wyart, Anna Christina Nobre, et al. · Proceedings of the National Academy of Sciences · 293
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Orthogonal representations for robust context-dependent task performance in brains and neural networks
2022 · Timo Flesch, Keno Juechems, et al. · Neuron · 277
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Coherent theta-band EEG activity predicts item-context binding during encoding
2004 · Christopher Summerfield, Jennifer A. Mangels · NeuroImage · 248
Structural Brain Changes in Parkinson Disease With Dementia
2005 · Christopher Summerfield, Carme Junqué, et al. · Archives of Neurology · 240
Causal Inference in the Multisensory Brain
2019 · Yinan Cao, Christopher Summerfield, et al. · Neuron · 205
Robust averaging during perceptual judgment
2011 · Vincent de Gardelle, Christopher Summerfield · Proceedings of the National Academy of Sciences · 196
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Adaptive Gain Control during Human Perceptual Choice
2014 · Samuel Cheadle, Valentin Wyart, et al. · Neuron · 194
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Two Mechanisms for Task Switching in the Prefrontal Cortex
2009 · Alexandre Hyafil, Christopher Summerfield, et al. · Journal of Neuroscience · 194
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Building Bridges between Perceptual and Economic Decision-Making: Neural and Computational Mechanisms
2012 · Christopher Summerfield, Konstantinos Tsetsos · Frontiers in Neuroscience · 187
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Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons
2021 · Irina Higgins, Le Chang, et al. · Nature Communications · 172
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Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network
2016 · Jan Balaguer, Hugo Spiers, et al. · Neuron · 164
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Works count: 260
Citation count: 18,640
H-index: 62
I10-index: 119
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