Active Inference in Concept Learning. - Jonathan D. Nelson; Javier R. Movellan (NIPS, 2000)

A probabilistic model of eye movements in concept formation. - Jonathan D. Nelson; Garrison W. Cottrell (Neurocomputing, 2007)

Human cortical representations for reaching: Mirror neurons for execution, observation, and imagery. - Flavia Filimon; Jonathan D. Nelson; Donald J. Hagler; Martin I. Sereno (NeuroImage, 2007)

The Assumption of Class-conditional Independence in Category Learning. - Jana Jarecki; Björn Meder; Jonathan D. Nelson (CogSci, 2013)

Informavores: Active information foraging and human cognition. - Douglas Markant; Todd M. Gureckis; Björn Meder; Jonathan D. Nelson; Peter Pirolli; Chen Yu 001 (CogSci, 2013)

A Unified Model of Entropy and the Value of Information. - Jonathan D. Nelson; Vincenzo Crupi 001; Björn Meder; Gustavo Cevolani; Katya Tentori (CogSci, 2017)

Which test to perform? Modeling utility of medical tests: information gain, patient risk and financial costs. - Clara Schirren; Stefanie C. Hautz; Wolf E. Hautz; Juliane E. Kämmer; Björn Meder; Jonathan D. Nelson (CogSci, 2017)

Mapping the unknown: The spatially correlated multi-armed bandit. - Charley M. Wu; Eric Schulz; Maarten Speekenbrink; Jonathan D. Nelson; Björn Meder (CogSci, 2017)

Navigating uncertainty through information search. - Charley M. Wu; Björn Meder; Jonathan D. Nelson (CogSci, 2018)

Generalized Information Theory Meets Human Cognition: Introducing a Unified Framework to Model Uncertainty and Information Search. - Vincenzo Crupi 001; Jonathan D. Nelson; Björn Meder; Gustavo Cevolani; Katya Tentori (Cogn. Sci., 2018)

Naïve and Robust: Class-Conditional Independence in Human Classification Learning. - Jana Jarecki; Björn Meder; Jonathan D. Nelson (Cogn. Sci., 2018)

Masterminding in Education: Bringing cognition, emotion and motivation together in a unified mathematical framework. - Lara Bertram; Eric Schulz; Elif Özel; Matthias Hofer 002; Laura Martignon; Jonathan D. Nelson (CogSci, 2019)

On falsification and Optimal Experimental Design approaches to the value of information. - Jonathan D. Nelson; Vincenzo Crupi 001; Flavia Filimon; Garrison W. Cottrell (CogSci, 2019)

Exploring the space of human exploration using Entropy Mastermind. - Eric Schulz; Lara Bertram; Matthias Hofer 002; Jonathan D. Nelson (CogSci, 2019)

From Efficient Coding to Information Gain: Information-Theoretic Principles in Models of Human Decision Making. - Mikaela Akrenius; Laurence T. Maloney; Jonathan D. Nelson (CogSci, 2020)

The Psychology of Human Entropy Intuitions. - Lara Bertram; Eric Schulz; Matthias Hofer 002; Jonathan D. Nelson (CogSci, 2020)

Fast or efficient? Strategy selection in the game Entropy Mastermind. - Lara Bertram; Florian Elsäßer; Albero Feduzi; Zsófia Gyarmathy; Weronika Kowalik; Aaliyah Onojaife; Mohab Elkaref; Eloisa Bentivegna; Jonathan D. Nelson (CogSci, 2021)

Emotions, age, and subjective probability in children. - Lara Bertram; Jonathan D. Nelson; Azzurra Ruggeri (CogSci, 2022)

People seek easily interpretable information. - Samuel J. Cheyette; Frederick Callaway; Neil R. Bramley; Jonathan D. Nelson; Josh Tenenbaum 001 (CogSci, 2023)