Invariant representations of mass in the human brain

Author:

Schwettmann Sarah123ORCID,Tenenbaum Joshua B1234,Kanwisher Nancy123

Affiliation:

1. Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, United States

2. Center for Brains, Minds, and Machines, Massachusetts Institute of Technology, Cambridge, United States

3. McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, United States

4. Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, United States

Abstract

An intuitive understanding of physical objects and events is critical for successfully interacting with the world. Does the brain achieve this understanding by running simulations in a mental physics engine, which represents variables such as force and mass, or by analyzing patterns of motion without encoding underlying physical quantities? To investigate, we scanned participants with fMRI while they viewed videos of objects interacting in scenarios indicating their mass. Decoding analyses in brain regions previously implicated in intuitive physical inference revealed mass representations that generalized across variations in scenario, material, friction, and motion energy. These invariant representations were found during tasks without action planning, and tasks focusing on an orthogonal dimension (object color). Our results support an account of physical reasoning where abstract physical variables serve as inputs to a forward model of dynamics, akin to a physics engine, in parietal and frontal cortex.

Funder

National Institutes of Health

National Science Foundation

Office of Naval Research

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

Reference32 articles.

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