Lalor, Edmund C., Reilly, Richard B., Pearlmutter, Barak A. and Foxe, John J. (2006) A Spectrum of Colors: Investigating the Temporal Frequency Characteristics of the Human Visual System Using a System Identification Approach. Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE . pp. 3720-3723. ISSN 1557-170X
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Abstract
Noise input signals are commonly used in both linear
and nonlinear system identification of physiological systems.
This method can be applied to electrophysiological analysis of
the human visual system by controlling the modulation of the
contrast of a checkerboard stimulus using a pre-computed noise
waveform. In this study we describe how one can obtain an
estimate of the linear impulse response of the visual system
using noise waveforms. Furthermore, we examine the impulse
responses obtained using noise signals with different frequency
characteristics, in an attempt to investigate the temporal frequency
characteristics of the human visual system. We show
that noise signals with frequency content greater than 15 Hz
are more effective at evoking these responses than those with
little or no power at high frequencies.
Item Type: | Article |
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Keywords: | checkerboard stimulus; color spectrum; electrophysiological analysis; human visual system; linear impulse response; noise input signal; noise waveform; physiological system; system identification; temporal frequency characteristics; colour vision; transient response; visual evoked potentials; |
Academic Unit: | Faculty of Science and Engineering > Computer Science Faculty of Science and Engineering > Research Institutes > Hamilton Institute |
Item ID: | 2048 |
Depositing User: | Barak Pearlmutter |
Date Deposited: | 14 Jul 2010 15:49 |
Journal or Publication Title: | Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE |
Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
Refereed: | Yes |
Related URLs: | |
URI: | https://mu.eprints-hosting.org/id/eprint/2048 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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