Sam Gershman (sjgershm)

sjgershm

Geek Repo

Company:Harvard University

Location:Cambridge, MA

Home Page:gershmanlab.com/index.html

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Sam Gershman's repositories

mfit

Simple model-fitting tools

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RL_DDM

Reinforcement learning + drift-diffusion modeling

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RL-tutorial

Reinforcement learning tutorial

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ccnl-fmri

fmri analysis tools

exploration

Code and data for the paper "Deconstructing the human algorithms for exploration"

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exploration_uncertainty

Analysis code for multi-armed bandit task

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RL-models

Reinforcement learning model repository

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GoNogo-control

Code and data for Bayesian analysis of Go/NoGo tasks

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rational-discounting

Code and data for rational analysis of intertemporal choice

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Hierarchical-groups

Hierarchical groups model

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LCM

Latent cause model of associative learning

KF-learning

Kalman filter learning toolbox

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reward-complexity

code for reproducing analyses in "Origin of perseveration in the trade-off between reward and complexity"

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DBM

Deep Boltzmann Machine

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gershmanlab

Functions for the Gershman Computational Cognitive Neuroscience lab at Harvard.

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GoNoGo-neural

Go-NoGo model-fitting and analysis of EEG and fMRI data

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TDSR

Temporal difference successor representation

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choice-confidence

Choice-confidence data and analysis

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GoNoGo

Go-NoGo modeling code

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LGM

Latent group model

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SEM

Matlab code for Structured Event Memory model

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GPH

Gaussian process hierarchical modeling

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penumbra

Data and analysis code for "behavioral tagging and the penumbra of learning"

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sam1

Kalman Filter learning toolbox

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truncated-tree

Truncated tree search model

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habituation

Gaussian process model of habituation as optimal filtering

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reward-complexity-sz

Code and data for "The reward-complexity trade-off in schizophrenia"

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uncertainty-control

Code to accompany the paper "Mental control of uncertainty"

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