TY - GEN
T1 - Location-dependent dendritic computation in a modeled striatal projection neuron
AU - Zheng, Youwei
AU - Schwabe, Lars
AU - Plotkin, Joshua L.
PY - 2014
Y1 - 2014
N2 - The striatum comprises part of a feedback loop between the cerebral cortex, thalamus and other nuclei of the basal ganglia, ultimately guiding action selection and motor learning. Much of this is facilitated by striatal projection neurons, which receive and process highly convergent cortical and thalamic excitatory inputs. All of the glutamatergic inputs to projection neurons synapse on dendrites, many directly on spine heads. The distal, but not proximal, dendrites of projection neurons are capable of supporting synaptically driven regenerative events, which are transfered to the soma as depolarized upstates from which action potentials can occur. In this study we present a modified NEURON model of a striatal projection neuron, and use it to examine the location-dependence of upstate generation and action potential gating. Specifically, simulations show that the small diameter of distal SPN dendrites can support plateau potentials by increasing the cooperativity among neighboring spines. Furthermore, such distally evoked plateaus can boost the somatic response to stimulation of proximal dendritic spines, facilitating action potential generation. The implications these results have for action selection are discussed.
AB - The striatum comprises part of a feedback loop between the cerebral cortex, thalamus and other nuclei of the basal ganglia, ultimately guiding action selection and motor learning. Much of this is facilitated by striatal projection neurons, which receive and process highly convergent cortical and thalamic excitatory inputs. All of the glutamatergic inputs to projection neurons synapse on dendrites, many directly on spine heads. The distal, but not proximal, dendrites of projection neurons are capable of supporting synaptically driven regenerative events, which are transfered to the soma as depolarized upstates from which action potentials can occur. In this study we present a modified NEURON model of a striatal projection neuron, and use it to examine the location-dependence of upstate generation and action potential gating. Specifically, simulations show that the small diameter of distal SPN dendrites can support plateau potentials by increasing the cooperativity among neighboring spines. Furthermore, such distally evoked plateaus can boost the somatic response to stimulation of proximal dendritic spines, facilitating action potential generation. The implications these results have for action selection are discussed.
KW - association-based information processing
KW - Computational neuroscience
KW - dendrite
KW - striatum
KW - upstate
UR - https://www.scopus.com/pages/publications/84958548695
U2 - 10.1007/978-3-319-11179-7_93
DO - 10.1007/978-3-319-11179-7_93
M3 - Conference contribution
AN - SCOPUS:84958548695
SN - 9783319111780
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 741
EP - 748
BT - Artificial Neural Networks and Machine Learning, ICANN 2014 - 24th International Conference on Artificial Neural Networks, Proceedings
PB - Springer Verlag
T2 - 24th International Conference on Artificial Neural Networks, ICANN 2014
Y2 - 15 September 2014 through 19 September 2014
ER -