Title :
Cholinergic effects on spectral properties of spike trains in rat cortical neurons
Author :
Tateno, Takashi ; Jimbo, Yasuhiko ; Robinson, Hugh P.C.
Author_Institution :
Dept. of Physiol., Cambridge Univ., UK
Abstract :
We investigated cholinergic modulation effects on synchronized burst activity of neurons in rat dissociated cortical cultures on electrode arrays, using a cholinergic agonist, carbachol (CCh). Application of CCh resulted in a loss of regularity, a less precise synchronization, and a fragmentation of the burst structure. We found that temporal properties of spike trains were well-characterized by a simple Poisson cluster-process model, which provided a precise insight into the temporal structure of spike trains and allowed quantitative fitting of the spectral changes induced by CCh. These results should help to elucidate the complex actions of cholinergic modulation on cortical cells in intact neural networks.
Keywords :
electrodes; neural nets; neurophysiology; statistical analysis; stochastic processes; Poisson cluster-process model; carbachol; cholinergic agonist; cholinergic modulation effects; cortical cells; electrode arrays; neural networks; rat cortical neurons; spectral properties; spike trains; Alzheimer´s disease; Biomedical monitoring; Circuits; Dementia; Electrodes; Neural networks; Neurons; Physiology; Precision engineering; Switches;
Conference_Titel :
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
Conference_Location :
Budapest
Print_ISBN :
0-7803-8359-1
DOI :
10.1109/IJCNN.2004.1381192