Encoding of Spatio-Temporal Input Characteristics by a CA1 Pyramidal Neuron Model

被引:18
|
作者
Pissadaki, Eleftheria Kyriaki [1 ,2 ]
Sidiropoulou, Kyriaki [2 ]
Reczko, Martin [3 ]
Poirazi, Panayiota [2 ]
机构
[1] Univ Crete, Dept Biol, Iraklion, Crete, Greece
[2] Fdn Res & Technol, Inst Mol Biol & Biotechnol, Iraklion, Crete, Greece
[3] Alexander Fleming Biomed Sci Res Ctr, Inst Mol Oncol, Athens, Greece
关键词
SPATIAL WORKING-MEMORY; DORSAL HIPPOCAMPAL SUBREGIONS; RETINAL GANGLION-CELLS; PRIMARY VISUAL-CORTEX; LONG-TERM-MEMORY; ENTORHINAL CORTEX; NMDA RECEPTORS; IN-VITRO; PREFRONTAL CORTEX; CORTICAL-NEURONS;
D O I
10.1371/journal.pcbi.1001038
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The in vivo activity of CA1 pyramidal neurons alternates between regular spiking and bursting, but how these changes affect information processing remains unclear. Using a detailed CA1 pyramidal neuron model, we investigate how timing and spatial arrangement variations in synaptic inputs to the distal and proximal dendritic layers influence the information content of model responses. We find that the temporal delay between activation of the two layers acts as a switch between excitability modes: short delays induce bursting while long delays decrease firing. For long delays, the average firing frequency of the model response discriminates spatially clustered from diffused inputs to the distal dendritic tree. For short delays, the onset latency and inter-spike-interval succession of model responses can accurately classify input signals as temporally close or distant and spatially clustered or diffused across different stimulation protocols. These findings suggest that a CA1 pyramidal neuron may be capable of encoding and transmitting presynaptic spatiotemporal information about the activity of the entorhinal cortex-hippocampal network to higher brain regions via the selective use of either a temporal or a rate code.
引用
收藏
页数:19
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