The Quest for an Integrated Set of Neural Mechanisms Underlying Object Recognition in Primates
K Kar, JJ DiCarlo - Annual Review of Vision Science, 2024 - annualreviews.org
Inferences made about objects via vision, such as rapid and accurate categorization, are
core to primate cognition despite the algorithmic challenge posed by varying viewpoints and …
core to primate cognition despite the algorithmic challenge posed by varying viewpoints and …
Hierarchical VAEs provide a normative account of motion processing in the primate brain
The relationship between perception and inference, as postulated by Helmholtz in the 19th
century, is paralleled in modern machine learning by generative models like Variational …
century, is paralleled in modern machine learning by generative models like Variational …
[HTML][HTML] Disentangling Fact from Grid Cell Fiction in Trained Deep Path Integrators
Work on deep learning-based models of grid cells suggests that grid cells generically and
robustly arise from optimizing networks to path integrate, ie, track one's spatial position by …
robustly arise from optimizing networks to path integrate, ie, track one's spatial position by …