A laterally interconnected neural architecture in MST accounts for psychophysical discrimination of complex motion patterns

Citation
Sa. Beardsley et Lm. Vaina, A laterally interconnected neural architecture in MST accounts for psychophysical discrimination of complex motion patterns, J COMPUT N, 10(3), 2001, pp. 255-280
Citations number
92
Categorie Soggetti
Neurosciences & Behavoir
Journal title
JOURNAL OF COMPUTATIONAL NEUROSCIENCE
ISSN journal
09295313 → ACNP
Volume
10
Issue
3
Year of publication
2001
Pages
255 - 280
Database
ISI
SICI code
0929-5313(2001)10:3<255:ALINAI>2.0.ZU;2-O
Abstract
The complex patterns of visual motion formed across the retina during self- motion, often referred to as optic flow, provide a rich source of informati on describing our dynamic relationship within the environment. Psychophysic al studies indicate the existence of specialized detectors for component mo tion patterns (radial, circular, planar) that are consistent with the visua l motion properties of cells in the medial superior temporal area (MST) of nonhuman primates. Here we use computational modeling and psychophysics to investigate the structural and functional role of these specialized detecto rs in performing a graded motion pattern (GMP) discrimination task. In the psychophysical task perceptual discrimination varied significantly with the type of motion pattern presented, suggesting perceptual correlates to the preferred motion bias reported in MST. Simulated perceptual discrimination in a population of independent MST-like neural responses showed inconsisten t psychophysical performance that varied as a function of the visual motion properties within the population code. Robust psychophysical performance w as achieved by fully interconnecting neural populations such that they inhi bited nonpreferred units. Taken together, these results suggest that robust processing of the complex motion patterns associated with self-motion and optic flow may be mediated by an inhibitory structure of neural interaction s in MST.