How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades. - Joshua W. Brown; Daniel Bullock; Stephen Grossberg (Neural Networks, 2004)

Computational and neural mechanisms of task switching. - Jeremy R. Reynolds; Todd S. Braver; Joshua W. Brown; Stefan Van der Stigchel (Neurocomputing, 2006)

Conflict effects without conflict in anterior cingulate cortex: Multiple response effects and context specific representations. - Joshua W. Brown (NeuroImage, 2009)

Hyperbolically Discounted Temporal Difference Learning. - William H. Alexander; Joshua W. Brown (Neural Comput., 2010)

Competition between learned reward and error outcome predictions in anterior cingulate cortex. - William H. Alexander; Joshua W. Brown (NeuroImage, 2010)

Computational Models of Performance Monitoring and Cognitive Control. - William H. Alexander; Joshua W. Brown (Top. Cogn. Sci., 2010)

Medial prefrontal cortex activity correlates with time-on-task: What does this tell us about theories of cognitive control? - Joshua W. Brown (NeuroImage, 2011)

Medial prefrontal cortex predicts and evaluates the timing of action outcomes. - Sarah E. Forster; Joshua W. Brown (NeuroImage, 2011)

Impaired error-likelihood prediction in medial prefrontal cortex in schizophrenia. - Adam Krawitz; Todd S. Braver; Deanna M. Barch; Joshua W. Brown (NeuroImage, 2011)

Functional heterogeneity of conflict, error, task-switching, and unexpectedness effects within medial prefrontal cortex. - Derek Evan Nee; Sabine Kastner; Joshua W. Brown (NeuroImage, 2011)

Emotion-Based Reinforcement Learning. - Woo-Young Ahn; Olga Rass; Yongwook Shin; Jerome R. Busemeyer; Joshua W. Brown; Brian F. O'Donnell (CogSci, 2012)

Rostral-caudal gradients of abstraction revealed by multi-variate pattern analysis of working memory. - Derek Evan Nee; Joshua W. Brown (NeuroImage, 2012)

A general role for medial prefrontal cortex in event prediction. - William H. Alexander; Joshua W. Brown (Frontiers Comput. Neurosci., 2014)

Distinct regions of anterior cingulate cortex signal prediction and outcome evaluation. - Andrew Jahn; Derek Evan Nee; William H. Alexander; Joshua W. Brown (NeuroImage, 2014)

Hierarchical Error Representation: A Computational Model of Anterior Cingulate and Dorsolateral Prefrontal Cortex. - William H. Alexander; Joshua W. Brown (Neural Comput., 2015)

The effects of gratitude expression on neural activity. - Prathik Kini; Joel Wong; Sydney McInnis; Nicole Gabana; Joshua W. Brown (NeuroImage, 2016)

Hierarchical error representation in medial prefrontal cortex. - Noah Zarr; Joshua W. Brown (NeuroImage, 2016)

Foraging Value, Risk Avoidance, and Multiple Control Signals: How the Anterior Cingulate Cortex Controls Value-based Decision-making. - Joshua W. Brown; William H. Alexander (J. Cogn. Neurosci., 2017)

Prefrontal Cortex in Control: Broadening the Scope to Identify Mechanisms. - William H. Alexander; Joshua W. Brown; Anne G. E. Collins; Benjamin Y. Hayden; Eliana Vassena (J. Cogn. Neurosci., 2018)

The Role of the Anterior Cingulate Cortex in Prediction Error and Signaling Surprise. - William H. Alexander; Joshua W. Brown (Top. Cogn. Sci., 2019)

Neural correlates of visual attention during risky decision evidence integration. - John R. Purcell; Andrew Jahn; Justin M. Fine; Joshua W. Brown (NeuroImage, 2021)

Learning with augmented target information: An alternative theory of Feedback Alignment. - Huzi Cheng; Joshua W. Brown (CoRR, 2023)

Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning. - Huzi Cheng; Joshua W. Brown (NeurIPS, 2024)

Replay as a Basis for Backpropagation Through Time in the Brain. - Huzi Cheng; Joshua W. Brown (Neural Comput., 2025)

Self-supervised learning of scale-invariant neural representations of space and time. - Abolfazl Alipour; Thomas W. James; Joshua W. Brown; Zoran Tiganj (J. Comput. Neurosci., 2025)