Mathematical Biology Seminar
Frances Chance
UC Irvine
Wednesday Dec. 8, 2009
3:05pm in LCB 225
Is Multiplication Required for Cortical Gain Modulation?
Abstract:
Gain modulation of neuronal responses is widely observed cortical
phenomenon that is often described as a multiplicative scaling of
neuronal responses. We examine whether multiplicative mechanisms of
input integration, as might be measured in vivo, are required for
multiplicative effects on neuronal tuning curves. We compare the
effects of a divisive mechanism of inhibition with two subtractive
mechanisms of inhibition on the tuning curves of a model cortical
neuron. We find that while the effects of subtractive inhibition can
appear nonlinear, they are best described as a vertical shift along
the response-axis and are accompanied by a change in response
threshold. With a divisive mechanism of inhibition, responses are
divisively scaled, reproducing a response-gain control effect. When
mutual inhibition between subpopulations of local neurons is included,
the model exhibits gain modulation effects that are better described
as input-gain control.
|