sjgershm

ccnl-fmri

fmri analysis tools

exploration

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

exploration_uncertainty

Analysis code for multi-armed bandit task

GoNogo-control

Code and data for Bayesian analysis of Go/NoGo tasks

LCM

Latent cause model of associative learning

mfit

Simple model-fitting tools

RL-models

Reinforcement learning model repository

RL-tutorial

Reinforcement learning tutorial

RL_DDM

Reinforcement learning + drift-diffusion modeling

tlsa_matlab

Matlab code for Topographic Latent Source Analysis of brain imaging data

sjgershm/mfit

Simple model-fitting tools

sjgershm/RL_DDM

Reinforcement learning + drift-diffusion modeling

sjgershm/RL-tutorial

Reinforcement learning tutorial

sjgershm/ccnl-fmri

fmri analysis tools

sjgershm/exploration

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

sjgershm/exploration_uncertainty

Analysis code for multi-armed bandit task

sjgershm/RL-models

Reinforcement learning model repository

sjgershm/GoNogo-control

Code and data for Bayesian analysis of Go/NoGo tasks

sjgershm/LCM

Latent cause model of associative learning

sjgershm/rational-discounting

Code and data for rational analysis of intertemporal choice

sjgershm/Hierarchical-groups

Hierarchical groups model

sjgershm/KF-learning

Kalman filter learning toolbox

sjgershm/reward-complexity

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

sjgershm/TDSR

Temporal difference successor representation

sjgershm/DBM

Deep Boltzmann Machine

sjgershm/gershmanlab

Functions for the Gershman Computational Cognitive Neuroscience lab at Harvard.

sjgershm/GoNoGo-neural

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

sjgershm/KTD

sjgershm/choice-confidence

Choice-confidence data and analysis

sjgershm/GoNoGo

Go-NoGo modeling code

sjgershm/habituation

Gaussian process model of habituation as optimal filtering

sjgershm/LGM

Latent group model

sjgershm/GPH

Gaussian process hierarchical modeling

sjgershm/memory-modification

sjgershm/penumbra

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

sjgershm/sam1

Kalman Filter learning toolbox

sjgershm/dopamine-complexity

Data and code for analyzing policy compression in dopamine neuron activity

sjgershm/rate_estimation

Online Bayesian Rate Estimation Theory

sjgershm/reward-complexity-sz

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

sjgershm/uncertainty-control

Code to accompany the paper "Mental control of uncertainty"