Northwestern Events Calendar

May
21
2021

"Using Structured Task Complexity to Seek Explanatory Simplicity"

When: Friday, May 21, 2021
12:00 PM - 1:00 PM CT

Where: Online

Audience: Faculty/Staff - Student - Post Docs/Docs - Graduate Students

Contact: Donna Daviston   (312) 503-1687

Group: Department of Neuroscience Seminars

Category: Lectures & Meetings

Description:

The Department of Physiology welcomes Dr. Alla Karpova with HHMI/Janelia Research Campus.

Our work over the past five years has laid the technical, behavioral and conceptual foundation for identifying simplifying principles underlying higher cognition using rats as a model system. Recent evidence suggests that rats’ reliance on abstraction of environmental structure may share fundamental principles with hierarchical reasoning central to human cognition. Building on the intuition that animals approach complex environments by attempting to create models of the environment’s latent structure, we record and perturb ensemble activity in tasks with carefully engineered complexity. Our behavioral framework permits us to tune task complexity up and down, to build in hierarchical structured relationships and to ascertain whether an animal’s solution captures the added complexity and latent structure. Our early explorations within this framework of the neural dynamics in the anterior cingulate cortex (ACC) — an area implicated in keeping track of higher order abstractions, but with what previously seemed like only modestly task-related responses — have revealed surprisingly interpretable activity patterns. Using novel circuit dissection tools that we have developed with our colleagues at Janelia, we have been able to provide causal evidence for the behavioral relevance of these dynamics, and have begun to map them onto specific interacting sub-circuits within the ACC. Our findings support the notion that stronger and more organized dynamics are likely to emerge in challenging behavioral environments and suggest that it will be possible to ground even abstract cognitive computations in mechanistic insight. Going forward, we will continue to examine, in a systematic fashion, how task complexity constrains neural dynamics in the frontal cortical areas, with a particular emphasis on the neural dynamics that accompany the learning and use of structured relationships in behavioral tasks.

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