Related Experiment Video
Updated: Jan 3, 2026

Decoding Natural Behavior from Neuroethological Embedding
Published on: October 3, 2025
From mental representations to neural codes: A multilevel approach
Jon Gauthier1, João Loula1, Eli Pollock1
1Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA02139jon@gauthiers.net jloula@mit.edu epollock@mit.edu catwong@mit.eduhttp://foldl.me https://joaoloula.github.io/ https://www.elibpollock.com/ https://web.mit.edu/zyzzyva/www/.
Abstract:
Representation and computation are the best tools we have for explaining intelligent behavior. In our program, we explore the space of representations present in the mind by constraining them to explain data at multiple levels of analysis, from behavioral patterns to neural activity. We argue that this integrated program assuages Brette's worries about the study of the neural code.
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