2 citations · 2 across the 4 of their papers we have counts for
4 papers
Convex Efficient Coding
William Dorrell, Peter E. Latham, James Whittington
Why do neurons encode information the way they do? Normative answers to this question model neural activity as the solution to an optimisation problem; for example, the celebrated…
Mapping Connectomic Structure to Function(s) in Cerebellar-like Networks using Kernel Regression
William Dorrell, Peter E. Latham
Cerebellar-like networks, in which input activity patterns are separated by projection to a much higher-dimensional space before classification, are a recurring neurobiological mot…
Range, not Independence, Drives Modularity in Biologically Inspired Representations
Will Dorrell, Kyle Hsu, Luke Hollingsworth +6
Why do biological and artificial neurons sometimes modularise, each encoding a single meaningful variable, and sometimes entangle their representation of many variables? In this wo…
Coding Strategies in Monkey V1 and Inferior Temporal Cortices
Ethan D. Gershon, Matthew C. Wiener, Peter E. Latham +1
We would like to know whether the statistics of neuronal responses vary across cortical areas. We examined stimulus-elicited spike count response distributions in V1 and IT cortice…