nips nips2001 nips2001-2 nips2001-2-reference knowledge-graph by maker-knowledge-mining

2 nips-2001-3 state neurons for contextual processing


Source: pdf

Author: Ádám Kepecs, S. Raghavachari

Abstract: Neurons receive excitatory inputs via both fast AMPA and slow NMDA type receptors. We find that neurons receiving input via NMDA receptors can have two stable membrane states which are input dependent. Action potentials can only be initiated from the higher voltage state. Similar observations have been made in several brain areas which might be explained by our model. The interactions between the two kinds of inputs lead us to suggest that some neurons may operate in 3 states: disabled, enabled and firing. Such enabled, but non-firing modes can be used to introduce context-dependent processing in neural networks. We provide a simple example and discuss possible implications for neuronal processing and response variability. 1


reference text

[1] J. Anderson, 1. Lampl, 1. Reichova, M. Carandini, and D. Ferster. Stimulus dependence of two-state fluctuations of membrane potential in cat visual cortex. Nat Neurosci, 3:617- 21 , 2000.

[2] A. Compte, N. BruneI, P. Goldman-Rakic, and X.J. Wang. Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model. Cereb. Cortex, 10(9) :910- 923 , 2000 .

[3] S. Grillner, O. Ekeberg, A. Manira, A. Lansner, D. Parker, J. Tegner, and P. Wallen. Intrinsic function of a neuronal network - a vertebrate central pattern generator. Brain R es. Brain R es . R ev., 26:184- 197, 1998.

[4] A. Harsch and H.P.C. Robinson. Postsynaptic variability of firing rates in rat cortical neurons: the role of input synchronization and synaptic nmda receptor conductance. J. Neurosci., 20:6181- 6192, 2000.

[5] A Hoffman, JC Magee, CM Colbert, and D Johnston . K+ channel regulation of signal propagation in dendrites of hippocampal pyramidal neurons. Nature, 387:869- 875, 1997.

[6] C.E. J ahr and C.F. Stevens. Voltage dependence of nmda-activated macroscopic conductances predicted by single-channel kinetics. J Neurosci, 10:3178-82, 1990.

[7] D. Johnston, D.A. Hoffman, J .C. Magee, N.P. Poolos, S. Watanabe, C.M. Colbert, and M. Migliore. Dendritic potassium channels in hippocampal pyramidal neurons. J Physiol, 15:75- 81 , 2000.

[8] O. Kiehn and T. Eken. Functional role of plateau potentials in vertebrate motor neurons. Curro Opin. Neurobiol., 8:746- 752 , 1998.

[9] B.L. Lewis and P . O 'Donnell . Ventral tegmental area afferents to the prefrontal cortex maintain membrane potential 'up' states in pyramidal neurons via dl dopamine receptors. Cereb. Cortex, 10:1168- 1175 , 2000.

[10] Y .X. Li, R. Bertram, and J . Rinzel. Modeling N-methyl-D-aspartate induced bursting in dopamine neurons. N euroscience, 71(2):397- 410, 1996.

[11] J. Lisman , J.-M . Fellous, and X.J. Wang. A role for NMDA-receptor channels in working memory. Nat. Neurosci. , 1(4):273- 275, 1998.

[12] J.E. Lisman. Relating hippocampal circuitry to function: recall of memory sequences by reciprocal dentate-CA3 interactions. Neuron, 22:233- 242, 1999.

[13] B.L. McNaughton, C.A. Barnes, J. Meltzer, and R.J. Sutherland. Hippocampal granule cells are necessry for normal spatial learning but not for spatially-selective pyramidal cell discharge. Exp. Brain Res., 76:485- 496, 1989.

[14] N.A. Otmakhova and Lisman J. Dopamine selectively inhibits the direct cortical pathway to the CAl hippocampal region. J Neurosci, 19:1437- 45 , 1999. [1 5] P.F. Pinsky and J. Rinzel. Intrinsic and network rhythmogenesis in a reduced Traub model for CA3 neurons. J. Comput. Neurosci. , 1:39- 60 , 1994.

[16] C.J. Wilson and P.M . Groves. Spontaneous firing patterns of identified spiny neurons in the rat neostriatum. Brain Res, 220:67- 80, 1981.

[17] C.J. Wilson and Y. Kawaguchi. The origins of two-state spontaneuous fluctuations of neostriatal spiny neurons. J. N eurosci., 16:2397- 2410, 1996.