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1. ICLR_Actionable_Reps ICLR_Actionable_Reps Public

   Code for Dorrell et al. 2023 "Actionable Neural Representations: Grid Cells from Minimal Constraints"

   Jupyter Notebook 9 2

2. Meta_Learning_Inductive_Bias Meta_Learning_Inductive_Bias Public

   Code to accompany "Meta-Learning the Inductive Bias of Simple Neural Circuits", Dorrell et al. 2023

   Jupyter Notebook 2

3. Prefrontal_Structured_Working_Memory_Representations Prefrontal_Structured_Working_Memory_Representations Public

   Code to accompany Dorrell et al. 2026, A Normative Theory of Prefrontal Structured Working Memory Representations

   Jupyter Notebook

4. Convex_Efficient_Coding_ICLR_2026 Convex_Efficient_Coding_ICLR_2026 Public

   Code to accompany Convex Efficient Coding, Dorrell et al. 2026

   Jupyter Notebook

5. CorrPropCode CorrPropCode Public

   Here we calculate, and verify through simulations, the propagation of correlation through a neural network; specifically, a network designed to model the first stage of the olfactory system.

   MATLAB

6. ExpansiveProjections ExpansiveProjections Public

   What kind of decision boundaries can a shallow expansive neural network (like a simplified nose) capture?

   MATLAB