TY - JOUR
T1 - The thalamus as a low pass filter
T2 - Filtering at the cellular level does not equate with filtering at the network level
AU - Connelly, William M.
AU - Laing, Michael
AU - Errington, Adam C.
AU - Crunelli, Vincenzo
N1 - Publisher Copyright:
© 2016 Connelly, Laing, Errington and Crunelli.
PY - 2015/1/14
Y1 - 2015/1/14
N2 - In the mammalian central nervous system, most sensory information passes through primary sensory thalamic nuclei, however the consequence of this remains unclear. Various propositions exist, likening the thalamus to a gate, or a high pass filter. Here, using a simple leaky integrate and fire model based on physiological parameters, we show that the thalamus behaves akin to a low pass filter. Specifically, as individual cells in the thalamus rely on consistent drive to spike, stimuli that is rapidly and continuously changing over time such that it activates sensory cells with different receptive fields are unable to drive thalamic spiking. This means that thalamic encoding is robust to sensory noise, however it induces a lag in sensory representation. Thus, the thalamus stabilizes encoding of sensory information, at the cost of response rate.
AB - In the mammalian central nervous system, most sensory information passes through primary sensory thalamic nuclei, however the consequence of this remains unclear. Various propositions exist, likening the thalamus to a gate, or a high pass filter. Here, using a simple leaky integrate and fire model based on physiological parameters, we show that the thalamus behaves akin to a low pass filter. Specifically, as individual cells in the thalamus rely on consistent drive to spike, stimuli that is rapidly and continuously changing over time such that it activates sensory cells with different receptive fields are unable to drive thalamic spiking. This means that thalamic encoding is robust to sensory noise, however it induces a lag in sensory representation. Thus, the thalamus stabilizes encoding of sensory information, at the cost of response rate.
KW - Computational neuroscience
KW - Integrate-and-fire neuron
KW - Neural noise
KW - Sensory neuroscience
KW - Thalamus
UR - http://www.scopus.com/inward/record.url?scp=84957875906&partnerID=8YFLogxK
U2 - 10.3389/fncir.2015.00089
DO - 10.3389/fncir.2015.00089
M3 - Article
SN - 1662-5110
VL - 9
JO - Frontiers in Neural Circuits
JF - Frontiers in Neural Circuits
IS - JAN2016
M1 - 89
ER -