Title :
Motivational modulation of endogenous inputs to the superior colliculus
Author :
Satel, Jason ; Trappenberg, Thomas ; Klein, Raymond
Author_Institution :
Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS, Canada
fDate :
31 July-4 Aug. 2005
Abstract :
Proper initiation of saccadic eye movements depends on an intricate balance between exogenous and endogenous control mechanisms. The superior colliculus (SC) is a major site of signal integration that has been shown to drive the initiation of saccades in the brainstem. Previous work has shown that a winner-take-all mechanism implemented with a continuous attractor neural network (CANN) can explain and reproduce a multitude of behavioural findings, including the gap effect and the production of express saccades by K. Kopecz (1995) and by T.P. Trappenberg (2001). This investigation advances the CANN model of saccade initiation in several important ways in order to account for trial by trial adaptation of saccadic reaction times in a biologically plausible manner. A key hypothesis is that endogenous inputs to the intermediate layer of the SC can be adapted through motivationally-based feedback from other areas of the brain such as the basal ganglia or higher cortical areas.
Keywords :
brain; eye; neural nets; neurophysiology; brainstem; continuous attractor neural network; endogenous control mechanism; endogenous input modulation; exogenous control mechanism; express saccades; saccadic eye movements; saccadic reaction times; signal integration; superior colliculus; winner-take-all mechanism; Adaptive control; Basal ganglia; Biological neural networks; Biological system modeling; Computer science; Continuous production; Delay; Psychology; Retina;
Conference_Titel :
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN :
0-7803-9048-2
DOI :
10.1109/IJCNN.2005.1555840