2009
DOI: 10.1007/978-3-642-10677-4_5
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Data Modelling for Analysis of Adaptive Changes in Fly Photoreceptors

Abstract: Monograph ReuseUnless indicated otherwise, fulltext items are protected by copyright with all rights reserved. The copyright exception in section 29 of the Copyright, Designs and Patents Act 1988 allows the making of a single copy solely for the purpose of non-commercial research or private study within the limits of fair dealing. The publisher or other rights-holder may allow further reproduction and re-use of this version -refer to the White Rose Research Online record for this item. Where records identify t… Show more

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Cited by 17 publications
(15 citation statements)
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References 33 publications
(42 reference statements)
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“…Such precision would be impossible with today's optical imaging techniques, which are noisier and slower. Moreover, the method can be used to characterize small cells' electrical membrane properties both in current-and voltage-clamp configurations 5,29,33,36,[40][41][42]49 , providing valuable data for biophysical and empirical modeling approaches 7,8,11,33,[49][50][51][52][53][54] that link experiments to theory.…”
Section: Discussionmentioning
confidence: 99%
“…Such precision would be impossible with today's optical imaging techniques, which are noisier and slower. Moreover, the method can be used to characterize small cells' electrical membrane properties both in current-and voltage-clamp configurations 5,29,33,36,[40][41][42]49 , providing valuable data for biophysical and empirical modeling approaches 7,8,11,33,[49][50][51][52][53][54] that link experiments to theory.…”
Section: Discussionmentioning
confidence: 99%
“…The potential of the methodology to develop nonlinear models from data has since been utilized by a diverse range of scientific fields. It has been used in analyzing the adaptive changes in the photoreceptors of Drosophila Flies (Friederich et al, ), modeling the tide at the Venice Lagoon (Wei & Billings, ), the dynamics of Synthetic bioparts (Krishnanathan et al, ), and the Belousov‐Zhabotinsky chemical reaction (Zhao et al, ). In geospace the method was first used to model the Dst index and analyze the dynamics in the frequency domain (Boaghe et al, ; Balikhin et al, ).…”
Section: Narmax Methodologymentioning
confidence: 99%
“…As stated in section 1, NARMAX models provide reliable forecasts and are also easy to interpret. As such, the methodology has been applied to a wide range of scientific fields, from analyzing the adaptive changes in the photoreceptors of Drosophila flies [ Friederich et al , ] to modeling the tide at the Venice Lagoon [ Wei and Billings , ]. In the field of space physics, the methodology was first used to model the D s t index using the half‐wave rectifier (solar wind velocity multiplied by the southward interplanetary magnetic field (IMF) component) as the input [ Balikhin et al , ; Boaghe et al , ].…”
Section: Narmax Methodologymentioning
confidence: 99%