The provided code is associated with a computational neuroscience model that simulates neural activity in response to sensory stimulations, specifically focusing on olfactory sensory input and light stimulation. Here's a breakdown of its biological underpinnings:
Olfactory Sensory Neurons (OSNs):
OSN1_events
and OSN2_events
), potentially representing inputs from olfactory sensory neurons. These neurons are known to respond to odorants and initiate the signal transduction pathway in the olfactory system.points_per_burst
. This suggests a focus on rhythmic or patterned input common in sensory systems.Light Stimulation:
light1_events
) and light-induced Poisson rates suggest modeling light-based inputs, possibly akin to optogenetic stimulation.ThetaStim
):
ThetaStim
array potentially defines parameters for simulating theta rhythm-based activity influencing OSN or mitral cell behavior.Mitral Cells:
// for light stimulation of mitral 1
), refers to mitral cells, which are a type of neuron in the olfactory bulb. These cells receive direct input from OSNs and are integral to processing olfactory information.Granule Cells:
gc1_events1
and gc2_events2
suggest the inclusion of granule cells, which interact with mitral cells through inhibitory synapses. Granule cells contribute to lateral inhibition and odor discrimination capabilities in the olfactory bulb.gen_poisson
functions generate Poisson rates for modeling event sequences in mitral cells, whether in response to breath (olfactory) or light stimuli.Overall, the code captures key aspects of how sensory events, particularly olfactory and light stimuli, interact with neuronal networks. It models dynamic neuronal responses through structured bursts, rhythm influences, and event-driven inputs, likely serving as a tool to investigate neural circuit behavior under controlled sensory stimulations. The focus appears to be on the olfactory bulb circuitry involving mitral and granule cells, providing insights into sensory processing and neuronal dynamics.