Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell

Zsófia Huhn, Máté Lengyel, Gergo Orbán, P. Érdi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Hippocampal place cells provide prototypical examples of neurons firing jointly phase and rate coded spike trains. We propose a biophysical mechanism accounting for the generation of place cell firing at the single neuron level. An interplay between external theta-modulated excitation impinging the dendrite and intrinsic dendritic spiking as well as between frequency modulated dendritic spiking and periodic somatic hyperpolarization was a key element of the model. Through these interactions robust phase and rate coded firing emerged in the model place cell, reproducing salient experimentally observed properties of place cell firing.

Original languageEnglish
Title of host publicationIEEE International Conference on Neural Networks - Conference Proceedings
Pages3125-3130
Number of pages6
Volume4
DOIs
Publication statusPublished - 2004
Event2004 IEEE International Joint Conference on Neural Networks - Proceedings - Budapest, Hungary
Duration: Jul 25 2004Jul 29 2004

Other

Other2004 IEEE International Joint Conference on Neural Networks - Proceedings
CountryHungary
CityBudapest
Period7/25/047/29/04

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Neurons

ASJC Scopus subject areas

  • Software

Cite this

Huhn, Z., Lengyel, M., Orbán, G., & Érdi, P. (2004). Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell. In IEEE International Conference on Neural Networks - Conference Proceedings (Vol. 4, pp. 3125-3130) https://doi.org/10.1109/IJCNN.2004.1381173

Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell. / Huhn, Zsófia; Lengyel, Máté; Orbán, Gergo; Érdi, P.

IEEE International Conference on Neural Networks - Conference Proceedings. Vol. 4 2004. p. 3125-3130.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Huhn, Z, Lengyel, M, Orbán, G & Érdi, P 2004, Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell. in IEEE International Conference on Neural Networks - Conference Proceedings. vol. 4, pp. 3125-3130, 2004 IEEE International Joint Conference on Neural Networks - Proceedings, Budapest, Hungary, 7/25/04. https://doi.org/10.1109/IJCNN.2004.1381173
Huhn Z, Lengyel M, Orbán G, Érdi P. Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell. In IEEE International Conference on Neural Networks - Conference Proceedings. Vol. 4. 2004. p. 3125-3130 https://doi.org/10.1109/IJCNN.2004.1381173
Huhn, Zsófia ; Lengyel, Máté ; Orbán, Gergo ; Érdi, P. / Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell. IEEE International Conference on Neural Networks - Conference Proceedings. Vol. 4 2004. pp. 3125-3130
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