DocumentCode
1099645
Title
Different types of signal coupling in the visual cortex related to neural mechanisms of associative Processing and perception
Author
Eckhorn, Reinhard ; Gail, Alexander M. ; Bruns, Andreas ; Gabriel, Andreas ; Al-Shaikhli, Basim ; Saam, Mirko
Author_Institution
Neurophysics Group, Philipps Univ., Marburg, Germany
Volume
15
Issue
5
fYear
2004
Firstpage
1039
Lastpage
1052
Abstract
The hypothesis of object representation by synchronization in the visual cortex has been supported by our recent experiments in monkeys. They demonstrated local synchrony among γ activities (30-90 Hz) and their perceptual modulation, according to the rules of figure-ground segregation. However, γ-synchrony in primary visual cortex is restricted to few mm, challenging the synchronization hypothesis for larger cortical object representations. The restriction is due to randomly changing phase relations among locally synchronized patches which, however, form continuous waves of γ-activity, traveling across object representations. The phase continuity of these waves may support coding of object continuity. Interactions across still larger distances, measured among cortical areas in human data, involve amplitude envelopes of γ signals. Based on models with spiking neurons we discuss potentially underlying mechanisms. Most important for γ synchronization are local facilitatory connections with distance-dependent delays. They also explain the occurrence of γ waves and the restriction of γ-synchrony. Fast local feedback inhibition generates γ oscillations and supports local synchrony, while slow shunting inhibitory feedback supports figure-ground segregation. Finally, dispersion in inter-areal far projections destroys coherence of γ signals, but preserves their amplitude modulations. In conclusion, we propose that the hypothesis of associative processing by γ synchronization be extended to more general forms of signal coupling.
Keywords
feedback; image processing; neural nets; neurophysiology; spatiotemporal phenomena; synchronisation; visual perception; /spl gamma/ signal amplitude envelopes; /spl gamma/-synchrony; 30 to 90 Hz; amplitude modulation preservation; associative perception; associative processing; cortical object representation; distance-dependent delays; fast local feedback inhibition; figure-ground segregation; interareal far projections; local facilitatory connections; neural mechanisms; object continuity coding; perceptual modulation; phase continuity; signal coupling; slow shunting inhibitory feedback; spiking neurons; visual cortex; Amplitude modulation; Area measurement; Associative processing; Biological system modeling; Coherence; Delay; Humans; Neurofeedback; Neurons; Signal processing; Action Potentials; Animals; Cortical Synchronization; Excitatory Postsynaptic Potentials; Feedback; Haplorhini; Humans; Models, Neurological; Nerve Net; Neural Inhibition; Neural Pathways; Neurons; Synapses; Synaptic Transmission; Visual Cortex; Visual Perception;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/TNN.2004.833130
Filename
1333069
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