49 citations · 75 across the 3 of their papers we have counts for
3 papers
cs.LG2025★ 1 cited
Model-brain comparison using inter-animal transforms
Imran Thobani, Javier Sagastuy-Brena, Aran Nayebi +3
Artificial neural network models have emerged as promising mechanistic models of the brain. However, there is little consensus on the correct method for comparing model activations…
q-bio.NC2021★ 25 cited
Explanatory models in neuroscience: Part 2 -- constraint-based intelligibility
Rosa Cao, Daniel Yamins
Computational modeling plays an increasingly important role in neuroscience, highlighting the philosophical question of how computational models explain. In the context of neural n…
q-bio.NC2021★ 49 cited
Explanatory models in neuroscience: Part 1 -- taking mechanistic abstraction seriously
Rosa Cao, Daniel Yamins
Despite the recent success of neural network models in mimicking animal performance on visual perceptual tasks, critics worry that these models fail to illuminate brain function. W…