Heteromodal conceptual processing in the angular gyrus. - Michael F. Bonner; Jonathan E. Peelle; Philip A. Cook; Murray Grossman (NeuroImage, 2013)

Category-specific semantic memory: Converging evidence from bold fMRI and Alzheimer's disease. - Murray Grossman; Jonathan E. Peelle; Edward E. Smith; Corey McMillan; Philip A. Cook; John P. Powers; Michael Dreyfuss; Michael F. Bonner; Lauren L. Richmond; Ashley Boller; Emily Camp; Lisa Burkholder (NeuroImage, 2013)

Semantics of the Visual Environment Encoded in Parahippocampal Cortex. - Michael F. Bonner; Amy Rose Price; Jonathan E. Peelle; Murray Grossman (J. Cogn. Neurosci., 2016)

Computational mechanisms underlying cortical responses to the affordance properties of visual scenes. - Michael F. Bonner; Russell A. Epstein (PLoS Comput. Biol., 2018)

Unveiling functions of the visual cortex using task-specific deep neural networks. - Kshitij Dwivedi; Michael F. Bonner; Radoslaw Martin Cichy; Gemma Roig (PLoS Comput. Biol., 2021)

Early Electrophysiological Markers of Navigational Affordances in Scenes. - Assaf Harel; Jeffery D. Nador; Michael F. Bonner; Russell A. Epstein (J. Cogn. Neurosci., 2022)

A sparse null code emerges in deep neural networks. - Brian S. Robinson; Nathan Drenkow; Colin Conwell; Michael F. Bonner (UniReps, 2023)

Universal dimensions of visual representation. - Zirui Chen; Michael F. Bonner (CoRR, 2024)

High-performing neural network models of visual cortex benefit from high latent dimensionality. - Eric Elmoznino; Michael F. Bonner (PLoS Comput. Biol., 2024)

Modeling dynamic social vision highlights gaps between deep learning and humans. - Kathy Garcia; Emalie McMahon; Colin Conwell; Michael F. Bonner; Leyla Isik (ICLR, 2025)