59 citations · 65 across the 3 of their papers we have counts for
4 papers · 1 filter
Clarifying the conceptual dimensions of representation in neuroscience
Stephan Pohl, Edgar Y. Walker, David L. Barack +5
Despite the centrality of the notion of representation in neuroscience, the field lacks a unified framework for the concepts used to characterize representation, leading to dispara…
Studying the neural representations of uncertainty
Edgar Y Walker, Stephan Pohl, Rachel N Denison +5
The study of the brain's representations of uncertainty is a central topic in neuroscience. Unlike most quantities of which the neural representation is studied, uncertainty is a p…
Efficient Probabilistic Inference in Generic Neural Networks Trained with Non-Probabilistic Feedback
A. Emin Orhan, Wei Ji Ma
Animals perform near-optimal probabilistic inference in a wide range of psychophysical tasks. Probabilistic inference requires trial-to-trial representation of the uncertainties as…
Neural Population Coding of Multiple Stimuli
A. Emin Orhan, Wei Ji Ma
In natural scenes, objects generally appear together with other objects. Yet, theoretical studies of neural population coding typically focus on the encoding of single objects in i…