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Author: Matthew M. Botvinick

Rankings

  • All-time downloads: 46,195 (rank: 2,689 )
  • Categories:
    • animal behavior and cognition: 1,455 (rank: 671 )
    • neuroscience: 44,740 (rank: 40 )

Downloads per author, site-wide

Preprints

The hippocampus as a predictive map

neuroscience more details view paper
  • Downloaded 16,627 times
  • Download rankings, all-time:
    • Site-wide: 364
    • In neuroscience: 11
  • Year to date:
    • Site-wide: 3,165
  • Since beginning of last month:
    • Site-wide: 4,345

The successor representation in human reinforcement learning

neuroscience more details view paper
  • Downloaded 12,885 times
  • Download rankings, all-time:
    • Site-wide: 482
    • In neuroscience: 19
  • Year to date:
    • Site-wide: 14,137
  • Since beginning of last month:
    • Site-wide: 21,625

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

neuroscience more details view paper
  • Downloaded 3,652 times
  • Download rankings, all-time:
    • Site-wide: 2,709
    • In neuroscience: 212
  • Year to date:
    • Site-wide: 65,387
  • Since beginning of last month:
    • Site-wide: 91,409

Value Representations in the Rodent Orbitofrontal Cortex Drive Learning, not Choice

neuroscience more details view paper
  • Downloaded 2,926 times
  • Download rankings, all-time:
    • Site-wide: 3,742
    • In neuroscience: 327
  • Year to date:
    • Site-wide: 13,621
  • Since beginning of last month:
    • Site-wide: 11,773

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

neuroscience more details view paper
  • Downloaded 2,307 times
  • Download rankings, all-time:
    • Site-wide: 5,330
    • In neuroscience: 521
  • Year to date:
    • Site-wide: 94,515
  • Since beginning of last month:
    • Site-wide: 72,081

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

neuroscience more details view paper
  • Downloaded 2,248 times
  • Download rankings, all-time:
    • Site-wide: 5,539
    • In neuroscience: 545
  • Year to date:
    • Site-wide: 9,944
  • Since beginning of last month:
    • Site-wide: 33,994

Dorsal anterior cingulate and ventromedial prefrontal cortex have inverse roles in both foraging and economic choice

neuroscience more details view paper
  • Downloaded 1,535 times
  • Download rankings, all-time:
    • Site-wide: 9,762
    • In neuroscience: 1,098
  • Year to date:
    • Site-wide: 60,836
  • Since beginning of last month:
    • Site-wide: 55,816

Dorsal hippocampus plays a causal role in model-based planning

neuroscience more details view paper
  • Downloaded 1,533 times
  • Download rankings, all-time:
    • Site-wide: 9,783
    • In neuroscience: 1,101
  • Year to date:
    • Site-wide: 63,101
  • Since beginning of last month:
    • Site-wide: 99,047

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
  • Downloaded 1,455 times
  • Download rankings, all-time:
    • Site-wide: 10,517
    • In animal behavior and cognition: 79
  • Year to date:
    • Site-wide: 11,605
  • Since beginning of last month:
    • Site-wide: 24,542

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

neuroscience more details view paper
  • Downloaded 597 times
  • Download rankings, all-time:
    • Site-wide: 37,821
    • In neuroscience: 5,496
  • Year to date:
    • Site-wide: 105,919
  • Since beginning of last month:
    • Site-wide: 119,708

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

neuroscience more details view paper
  • Downloaded 430 times
  • Download rankings, all-time:
    • Site-wide: 55,538
    • In neuroscience: 8,503
  • Year to date:
    • Site-wide: 60,787
  • Since beginning of last month:
    • Site-wide: 41,738

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