Title :
Firing correlations improve detection of moving bars
Author :
Kenyon, Garrett T. ; Theiler, James ; Marshak, David W. ; Moore, Bartlett ; Jeffs, Janelle ; Travis, Bryan J.
Author_Institution :
Los Alamos Nat. Lab., NM, USA
Abstract :
Moving stimuli elicit oscillatory responses from retinal ganglion cells at frequencies between 60-100 Hz. We used a computer model of the inner retina to investigate whether the additional firing synchrony resulting from stimulus-evoked high frequency oscillations could contribute to the detection of moving bars. The responses of the model ganglion cells were similar to those of cat alpha cells. Event trains from the model ganglion cells simulated by moving bars were summed into a threshold detector with short integration window (2-4 msec) whose output was classified by an ideal observer. To isolate the contribution from firing correlations, the model ganglion cells were replaced by independent Poisson generators with matched time-dependent event rates. Compared to this control, firing correlations between the model ganglion cells allowed for improved detection of moving stimuli.
Keywords :
correlation methods; eye; neurophysiology; physiological models; stochastic processes; visual evoked potentials; 60 to 100 Hz; Poisson generators; firing correlations; moving bars detection; oscillatory responses; retinal ganglion cells; stimulus-evoked high frequency oscillations; threshold detector; Anatomy; Bars; Biomedical engineering; Cities and towns; Feedback circuits; Frequency synchronization; Laboratories; Predictive models; Retina; Visual system;
Conference_Titel :
Neural Networks, 2003. Proceedings of the International Joint Conference on
Print_ISBN :
0-7803-7898-9
DOI :
10.1109/IJCNN.2003.1223877