James C. R. Whittington
4 papers · 2022–2025 · 1 venue · across top CS/AI venues
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Keywords
grid cell
(2)
energy efficiency
(2)
disentangled representation
(1)
spatial representation
(1)
variational autoencoder
(1)
internal representation
(1)
representation theory
(1)
neural network
(1)
modular representation
(1)
task variation
(1)
place cell
(1)
cell type
(1)
hippocampal formation
(1)
recurrent position encoding
(1)
actionable representation
(1)
representation learning
(1)
nonnegativity constraint
(1)
neural coding
(1)
Papers
Range, not Independence, Drives Modularity in Biologically Inspired Representations
ICLR 2025
Actionable Neural Representations: Grid Cells from Minimal Constraints
ICLR 2023
Disentanglement with Biological Constraints: A Theory of Functional Cell Types
ICLR 2023
Relating transformers to models and neural representations of the hippocampal formation
ICLR 2022