3 citations · 4 across the 2 of their papers we have counts for
3 papers
q-bio.NC2016
Neural and perceptual signatures of efficient sensory coding
Deep Ganguli, Eero P. Simoncelli
The mammalian brain is a metabolically expensive device, and evolutionary pressures have presumably driven it to make productive use of its resources. For sensory areas, this conce…
q-bio.NC2015★ 3 cited
A model of sensory neural responses in the presence of unknown modulatory inputs
Neil C. Rabinowitz, Robbe L. T. Goris, Johannes Ballé +1
Neural responses are highly variable, and some portion of this variability arises from fluctuations in modulatory factors that alter their gain, such as adaptation, attention, arou…
q-bio.NC2012★ 1 cited
Implicit embedding of prior probabilities in optimally efficient neural populations
Deep Ganguli, Eero Simoncelli
We examine how the prior probability distribution of a sensory variable in the environment influences the optimal allocation of neurons and spikes in a population that represents t…