Volume 10 Supplement 1

Eighteenth Annual Computational Neuroscience Meeting: CNS*2009

Open Access

A dynamic neural model of localization of brief successive stimuli in saltation

  • Hil GE Meijer1Email author,
  • Jörg Trojan2,
  • Dieter Kleinböhl2,
  • Rupert Hölzl2 and
  • Jan R Buitenweg1
BMC Neuroscience200910(Suppl 1):P350

DOI: 10.1186/1471-2202-10-S1-P350

Published: 13 July 2009

Introduction

Somatosensory saltation is an illusion robustly generated using short tactile stimuli [1, 2]. There is a perceived displacement of a first stimulus if followed by a subsequent nearby stimulus with a short stimulus onset asynchrony (SOA). Experimental reports suggest that this illusion results from spatiotemporal integration in early processing stages, but the exact neural mechanism is unknown. The neuronal mechanism involved is probably quite generic as similar phenomena occur in other modalities, audition for example [3].

Computational model

We propose a dynamic neural field model [4] with multiple layers for localization of brief tactile stimuli. An input layer processes inputs using lateral inhibition. In addition, it sends feedforward connections to a representation layer. This layer slowly integrates incoming sensory information and computes the stored location, by means of lateral inhibition. Feedback connections finally project the model output onto a perceptual body map. Experimentally reported control of spatial attention is modeled as a bias in the receptive fields. We study how the stimulus propagates across levels in the network and how the representation of stimulus location is influenced by concurrent or successive inputs.

Results

With suitable SOA and interstimulus distance our model shows that both stimuli are spatially attracted towards each other, as observed in the saltation illusion. The range of SOAs is within the range well known from psychophysical experiments observing the saltation effect. The spatial limits in our model depend in particular on the connectivity between layers. Attention influences the midpoint between the perceived stimuli locations.

Discussion

The new computational model of a somatosensory illusion allows the design of experiments to test the underlying neurophysiological assumptions, which could lead to a further understanding of the neural mechanism(s) underlying saltation. The generic structure of the model allows application to other modalities as well (audition and nociception).

Declarations

Acknowledgements

The authors received support from the 6th framework program EC project no. 043432, Somaps.

Authors’ Affiliations

(1)
Department of Mathematics, Electrical Engineering, Computer Science and Mathematics, University of Twente
(2)
Otto Selz Institute for Applied Psychology, University of Mannheim

References

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Copyright

© Meijer et al; licensee BioMed Central Ltd. 2009

This article is published under license to BioMed Central Ltd.

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