Mathematical Biology Seminar
Brent Doiron, University of Pittsburgh
Thursday Feb. 25, 2010
4:15pm in LCB 215
Correlation shaping in the nervous system
Abstract:
Correlated activity between neural outputs is widespread across the
brain, well documented in sensory, cognitive, and motor areas. Neural
correlations impact the coding performed by a population of neurons,
as well as mediate interactions between distinct pools of neurons, and
have thus received significant experimental and theoretical and
attention. More recently, it has been shown that the correlation
between neurons can be shaped by both stimuli and the cognitive state
of a subject, and a variety of correlation shifts have been reported
in diverse neural areas. While the function impact of such a shaping
is clear, the underlying mechanisms responsible are poorly understood.
In this talk I will present a basic framework from which to address
how the shaping of neural correlation occurs and relates to
simultaneous shifts in overall neural activity. I will draw from
techniques in point process theory as well as non-equilibrium
statistical mechanics, and discuss an emerging concept of correlation
susceptibility extending the more common input-output single neuron
model to encompass pairwise neural statistics. Theoretical results
will match experimental findings from cortical slices, and in vivo
recordings from somatosensory cortex as well as brainstem areas in
weakly electric fish.
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