Publication

NeuroAI: If grid cells are the answer, is path integration the question?

Alexander Mathis, Mackenzie Mathis, Markus Frey
2023
Journal Articles

Abstract

Spatially modulated neurons known as grid cells are thought to play an important role in spatial cognition. A new study has found that units with grid-cell-like properties can emerge within artificial neural networks trained to path integrate, and developed a unifying theory explaining the formation of these cells which shows what circuit constraints are necessary and how learned systems carry out path integration.

Official source

https://infoscience.epfl.ch/entities/publication/631b3edd-1c70-4304-a83c-6f285b36ad46

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NeuroAI: If grid cells are the answer, is path integration the question?

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