<div class="csl-bib-body">
<div class="csl-entry">Rotter, S. (2024). The concept of Fisher information in scattering problems and neural networks. In <i>SPIE Photonics Europe 2024</i>. SPIE Photonics Europe 2024, Strasbourg, France. SPIE.</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/197311
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dc.description
In my talk, I will discuss recent progress in applying the concept of Fisher information to the problem of estimating system parameters in complex scattering environments, such as inside or behind a disordered medium [1,2,3,4]. Interestingly, such tools can also be successfully applied to artificial neural networks, in particular to define the performance limit of a network in extracting information from a complex system.
[1] Maximum information states for coherent scattering measurements, D. Bouchet, S. Rotter, and A. P. Mosk, Nature Physics 17, 564 (2021).
[2] Optimal control of coherent light scattering for binary decision problems, D. Bouchet, L. M. Rachbauer, S. Rotter, A. P. Mosk, and E. Bossy, Phys. Rev. Lett. 127, 253902 (2021).
[3] Invariance property of the Fisher information in scattering media, M. Horodynski, D. Bouchet, M. Kühmayer, and S. Rotter, Phys. Rev. Lett. 127, 233201 (2021).
[4] Continuity equation for the flow of Fisher information in wave scattering, J. Hüpfl, F. Russo, L. M. Rachbauer, D. Bouchet, J. Lu, U. Kuhl, and S. Rotter, arXiv:2309.00010
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dc.description.sponsorship
FWF - Österr. Wissenschaftsfonds
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dc.language.iso
en
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dc.subject
Fisher information
en
dc.subject
Wave Scattering
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dc.title
The concept of Fisher information in scattering problems and neural networks
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dc.type
Inproceedings
en
dc.type
Konferenzbeitrag
de
dc.relation.grantno
P 32300-N27
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dc.type.category
Abstract Book Contribution
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tuw.booktitle
SPIE Photonics Europe 2024
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tuw.relation.publisher
SPIE
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tuw.book.chapter
Paper 13004-1
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tuw.publication.invited
invited
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tuw.project.title
Wellenkontrolle in Systemen mit Absorption und Unordnung
