End-to-end topographic networks as models of cortical map formation and human visual behaviour:...

A unifying framework for functional organization in early and higher ventral visual cortex

E Margalit, H Lee, D Finzi, JJ DiCarlo, K Grill-Spector… - Neuron, 2024 - cell.com
A key feature of cortical systems is functional organization: the arrangement of functionally
distinct neurons in characteristic spatial patterns. However, the principles underlying the …
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[HTML][HTML] Achieving more human brain-like vision via human EEG representational alignment

Z Lu, Y Wang, JD Golomb - ArXiv, 2024 - ncbi.nlm.nih.gov
Despite advancements in artificial intelligence, object recognition models still lag behind in
emulating visual information processing in human brains. Recent studies have highlighted …
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[PDF] openreview.net

AI, Robot Neuroscientist: Reimagining Hypothesis Generation

J Shang, W Xiao - NeurIPS 2023 AI for Science Workshop - openreview.net
Neuroscience has long relied on human-conceived hypotheses, yet the brain's complexity
fundamentally challenges this epistemology. Modern technologies and the large-scale data …
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