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goldwaylab/README.md

Goldway Lab

In our lab, we study the learning mechanisms underlying changes in mental health. Our research focus is understanding the shifts in learning observed under two conditions that diverge from typical adult cognition: development and the influence of psychedelics. In both cases, neural plasticity is increased, reward circuitry shows functional modifications, and learning is more flexible.

Selected work

Project What it is
ketamine-pain-dissociation Analysis code and data for Ketamine-induced analgesia and dissociation show distinct behavioral and neural correlates (Neuropsychopharmacology, 2026; DOI, OSF)
con_pit Task, anonymized data and modeling code for Adolescents flexibly adapt action selection based on controllability inferences (Learning & Memory, 2024; DOI, OSF)
brain_states Code for Brain State Dynamics in Ketamine-Induced Dissociation Resemble Those in Posttraumatic Stress Disorder (Biological Psychiatry Global Open Science, 2026; DOI, OSF)
dev_trt Tasks, analysis code, models and data for a test–retest reliability study of a reinforcement-learning task battery (RISK, PIT, two-step)

Each repository links to its paper or OSF project and can be cited.

Popular repositories Loading

  1. ketamine-pain-dissociation ketamine-pain-dissociation Public

    Code and data for: Ketamine-induced analgesia and dissociation show distinct behavioral and neural correlates (Neuropsychopharmacology, 2026)

    R

  2. con_pit con_pit Public

    Task, anonymized data and analysis/modeling code for Raab et al. (2024), Learning & Memory

    HTML

  3. brain_states brain_states Public

    Code for Goldway et al. (2026), Brain State Dynamics in Ketamine-Induced Dissociation Resemble Those in PTSD, Biol Psychiatry Glob Open Sci

    MATLAB

  4. goldwaylab goldwaylab Public

  5. dev_trt dev_trt Public

    RL task battery (RISK, PIT, two-step): Pavlovia tasks, analysis code, models, and de-identified data for test-retest reliability

    JavaScript