sjgershm/KF-learning

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MATLAB
Created almost 6 years ago
Updated over 3 years ago

sjgershm/KF-learning

sjgershm

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Kalman filter learning toolbox

mfit

Simple model-fitting tools

RL_DDM

Reinforcement learning + drift-diffusion modeling

RL-tutorial

Reinforcement learning tutorial

ccnl-fmri

fmri analysis tools

exploration

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

tlsa_matlab

Matlab code for Topographic Latent Source Analysis of brain imaging data

exploration_uncertainty

Analysis code for multi-armed bandit task

RL-models

Reinforcement learning model repository

rational-discounting

Code and data for rational analysis of intertemporal choice

LCM

Latent cause model of associative learning

Hierarchical-groups

Hierarchical groups model

hierarchical_motion

fmri

Analysis functions for fMRI data

reward-complexity

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

GoNogo-control

Code and data for Bayesian analysis of Go/NoGo tasks

DBM

Deep Boltzmann Machine

gershmanlab

Functions for the Gershman Computational Cognitive Neuroscience lab at Harvard.

TDSR

Temporal difference successor representation

KTD

LGM

Latent group model

choice-confidence

Choice-confidence data and analysis

GoNoGo-neural

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

SEM

Matlab code for Structured Event Memory model

memory-modification

GoNoGo

Go-NoGo modeling code

complang

fmri analysis scripts for complang experiments

truncated-tree

Truncated tree search model

GPH

Gaussian process hierarchical modeling

penumbra

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

sam1

Kalman Filter learning toolbox

PAT

Photometry analysis tools