180 citations · 449 across the 14 of their papers we have counts for
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q-bio.NC2022
Meta-Learning the Inductive Biases of Simple Neural Circuits
William Dorrell, Maria Yuffa, Peter Latham
Training data is always finite, making it unclear how to generalise to unseen situations. But, animals do generalise, wielding Occam's razor to select a parsimonious explanation of…
q-bio.NC2022★ 17 cited
Actionable Neural Representations: Grid Cells from Minimal Constraints
William Dorrell, Peter E. Latham, Timothy E. J. Behrens +1
To afford flexible behaviour, the brain must build internal representations that mirror the structure of variables in the external world. For example, 2D space obeys rules: the sam…