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Author: Matthew M. Botvinick

Rankings

  • All-time downloads: 41,743 (rank: 786 (tie) out of 359,572)
  • Categories:
    • animal behavior and cognition: 1,207 (rank: 582 out of 4,952)
    • neuroscience: 40,536 (rank: 27 out of 60,423)

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Preprints

The hippocampus as a predictive map

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    • In neuroscience: 10 out of 14,857
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The successor representation in human reinforcement learning

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    • In neuroscience: 16 out of 14,857
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    • Site-wide: 9,115 out of 83,418
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    • Site-wide: 13,283 out of 83,418

Predictive representations can link model-based reinforcement learning to model-free mechanisms

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    • In neuroscience: 161 out of 14,857
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    • Site-wide: 27,751 out of 83,418
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    • Site-wide: 22,076 out of 83,418

Value Representations in Orbitofrontal Cortex Drive Learning, not Choice

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    • In neuroscience: 340 out of 14,857
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    • Site-wide: 4,958 out of 83,418
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    • Site-wide: 5,981 out of 83,418

Complementary learning systems within the hippocampus: A neural network modeling approach to reconciling episodic memory with statistical learning

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    • In neuroscience: 392 out of 14,857
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    • Site-wide: 53,687 out of 83,418

Identifying Model-Based and Model-Free Patterns in Behavior on Multi-Step Tasks

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    • In neuroscience: 493 out of 14,857
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    • Site-wide: 12,282 out of 83,418

Dorsal hippocampus plays a causal role in model-based planning

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    • In neuroscience: 851 out of 14,857
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    • Site-wide: 42,807 out of 83,418

From predictive models to cognitive models: An analysis of rat behavior in the two-armed bandit task

animal behavior and cognition more details view paper
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    • In animal behavior and cognition: 76 out of 1,317
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    • Site-wide: 9,482 out of 83,418
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    • Site-wide: 17,505 out of 83,418

Dissociable neural mechanisms track evidence accumulation for selection of attention versus action

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    • In neuroscience: 4,088 out of 14,857
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    • Site-wide: 77,079 out of 83,418
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    • Site-wide: 65,706 out of 83,418

Human dorsal anterior cingulate neurons signal conflict by amplifying task-relevant information

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    • Site-wide: 58,423 out of 83,418
    • In neuroscience: 10,432 out of 14,857
  • Year to date:
    • Site-wide: 8,022 out of 83,418
  • Since beginning of last month:
    • Site-wide: 8,990 out of 83,418

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