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Cognitive maps from predictive vision

delete2024-08-08
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PRE
AI
M
Margaret C. von Ebers
X
Xue-Xin Wei *
DOI：10.1038/s42256-024-00885-9delete
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Abstract

Abstract

En 中文
Constructing spatial maps from sensory inputs is challenging in both neuroscience and artificial intelligence. A recent study demonstrates that a self-attention neural network using predictive coding can generate an environmental map in its latent space as an agent that navigates the environment.
Keywords:
PATH-INTEGRATION
SPATIAL MAP

Journal

Nature Machine Intelligence cover
Nature Machine Intelligence
IF:
23.9
Papers:
1.3K
Citations:
1.5W

Organization

U
university of texas austin
Scholars:
2.4W
Papers: 2.0W
Citations: 54
U
university of texas system
Scholars:
18.5W
Papers: 15.6W
Citations: 210