Quiroga (2007):
- "neural representation"
- "How information is represented by a population of neurons"
- "We investigated the representation of visual inputs by ... neurons".
How Does
the Brain Solve Visual Object Recognition?
James J. Di Carlo, Davide Zoccolan, and Nicole C. Rust (2012)
Neuron 73, 201:
"Mounting
evidence suggests that ‘core object recognition,’ the ability to rapidly
recognize objects despite substantial appearance variation, is solved in the
brain via a cascade of reflexive, largely feedforward computations that
culminate in a powerful neuronal
representation in the inferior temporal cortex. However, the
algorithm that produces this solution remains poorly understood. Here we review
evidence ranging from individual neurons and neuronal populations to behavior
and computational models. We
propose that understanding this algorithm will require using neuronal and
psychophysical data to sift through many computational models, each based on
building blocks of small, canonical subnetworks with a common functional goal" (Abstract).
