Comparing continual task learning in minds and machines.
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Gain control explains the effect of distraction in human perceptual, cognitive, and economic decision making.
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Li V. et al, (2018), Proc Natl Acad Sci U S A, 115, E8825 - E8834
Perceptual suboptimality: Bug or feature?
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Summerfield C. and Li V., (2018), Behav Brain Sci, 41
Robust averaging protects decisions from noise in neural computations.
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Li V. et al, (2017), PLoS Comput Biol, 13
Selective overweighting of larger magnitudes during noisy numerical comparison
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Spitzer B. et al, (2017), Nature Human Behaviour, 1
Neuroscience-Inspired Artificial Intelligence.
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Hassabis D. et al, (2017), Neuron, 95, 245 - 258
Confidence matching in group decision-making
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Bang D. et al, (2017), Nature Human Behaviour, 1
Robust sampling of decision information during perceptual choice.
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Vandormael H. et al, (2017), Proc Natl Acad Sci U S A, 114, 2771 - 2776
Ventromedial Prefrontal Cortex Encodes a Latent Estimate of Cumulative Reward.
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Juechems K. et al, (2017), Neuron, 93, 705 - 714.e4
Neural Circuits Trained with Standard Reinforcement Learning Can Accumulate Probabilistic Information during Decision Making.
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Kurzawa N. et al, (2017), Neural Comput, 29, 368 - 393
Perceptual Decision Making in Rodents, Monkeys, and Humans.
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Hanks TD. and Summerfield C., (2017), Neuron, 93, 15 - 31
Visual Prediction Error Spreads Across Object Features in Human Visual Cortex.
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Jiang J. et al, (2016), J Neurosci, 36, 12746 - 12763
Perceptual decision-making: What do we know, and what do we not know?
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Summerfield C. and Blangero A., (2016), Decision Neuroscience: An Integrative Perspective, 149 - 162
Encoding of Stimulus Probability in Macaque Inferior Temporal Cortex.
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Bell AH. et al, (2016), Curr Biol, 26, 2280 - 2290
Reply to Davis-Stober et al.: Violations of rationality in a psychophysical task are not aggregation artifacts.
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Tsetsos K. et al, (2016), Proc Natl Acad Sci U S A, 113, E4764 - E4766
Feature-Based Attention and Feature-Based Expectation.
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Summerfield C. and Egner T., (2016), Trends Cogn Sci, 20, 401 - 404
Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network.
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Balaguer J. et al, (2016), Neuron, 90, 893 - 903
Near-optimal Integration of Magnitude in the Human Parietal Cortex.
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Tickle H. et al, (2016), J Cogn Neurosci, 28, 589 - 603
Rhythmic gain control during supramodal integration of approximate number.
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Spitzer B. et al, (2016), Neuroimage, 129, 470 - 479