Title :
Automatic classification of neural cells activity experimental data
Author :
Zakharov, Yu.N. ; Morozov, O.A. ; Shebentovskiy, A.P.
Author_Institution :
N.I. Lobachevsky State Univ. of Nizhni Novgorod, Nizhny Novgorod, Russia
Abstract :
The developed algorithms that implemented in software allows us to classify calcium signals of neuroimaging using distribution of calcium signals in amplitude, period and width. Also, our software allows to raise signal to noise ratio of input images using different methods of spatial filtering and determinate the synchronicity of the calcium oscillations.
Keywords :
biomedical optical imaging; calcium; cellular biophysics; image classification; medical image processing; neurophysiology; Ca; automatic classification; calcium oscillations; calcium signals; neural cells activity experimental data; neuroimaging; software; spatial filtering; synchronicity; Calcium; Linear approximation; Oscillators; Signal resolution; Software; Software algorithms;
Conference_Titel :
Information Photonics (IP), 2011 ICO International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-61284-315-5
DOI :
10.1109/ICO-IP.2011.5953800
