A brain-inspired hierarchical model with inverse structural extraction and HPC-MEC dissociation achieves structural abstraction and generalization in visual world models via velocity-driven path integration.
We also create a synthetic dataset of 3D object rotation containing 5911 objects of 216 daily categories with 72 different views per object
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Structure Abstraction and Generalization in a Hippocampal-Entorhinal Inspired World Model
A brain-inspired hierarchical model with inverse structural extraction and HPC-MEC dissociation achieves structural abstraction and generalization in visual world models via velocity-driven path integration.