Multimode Optical Fiber Transmission With A Deep Learning Network

Pdf Multimode Optical Fiber Transmission With A Deep Learning Network Semantic Scholar

Pdf Multimode Optical Fiber Transmission With A Deep Learning Network Semantic Scholar

Multimode Fiber Focusing And Endoscopy Lapd Epfl

Multimode Fiber Focusing And Endoscopy Lapd Epfl

Pdf Multimode Optical Fiber Transmission With A Deep Learning Network

Pdf Multimode Optical Fiber Transmission With A Deep Learning Network

Deep Learning And Multimode Lasers Lapd Epfl

Deep Learning And Multimode Lasers Lapd Epfl

Technology Fiber Optics Tech Consortium

Technology Fiber Optics Tech Consortium

Pon Evolution Roadmap In 2020 Fiber Optic Patch Panel Roadmap

Pon Evolution Roadmap In 2020 Fiber Optic Patch Panel Roadmap

Pon Evolution Roadmap In 2020 Fiber Optic Patch Panel Roadmap

1 1ecole polytechnique fédérale de lausanne laboratory of applied photonics devices ch 1015 lausanne switzerland.

Multimode optical fiber transmission with a deep learning network.

Multi mode fiber is mainly used to transmit across comparatively shorter distances as the modes are more likely to disperse over longer extents. Multimode optical fiber transmission with a deep learning network article pdf available in light. Multimode fibers mmfs are an example of a highly scattering medium which scramble the coherent light propagating within them to produce seemingly random patterns. We show as a proof of concept that a deep learning neural.

We show as a proof of concept that a deep neural. The network was trained with experimental data to learn the relation between the input spatial beam profile of the pump pulse and the spectrum of the light at the output of the multimode fiber. Deep neural networks dnns are used to classify and reconstruct the input images from the intensity of the speckle patterns that result after the inputs are propagated through multimode fiber mmf. The researchers used the experimentally measured transmission matrix of the multimode fiber to calculate two photon patterns for the purpose of training the network.

Thus for applications such as imaging and image projection through an mmf careful measurements of the relationship between the inputs and outputs of the fiber are required. Multi mode fiber is a type of optical fiber designed to carry multiple light rays or modes simultaneously each at a marginally different reflection angle inside the optical fiber core. We were able to demonstrate this result for fibers up to 1 km long by training the dnns with a database of 16 000 handwritten digits. We experimentally show that the spectrum of the light at the output of the fiber can be tailored by a trained deep neural network.

Request pdf multimode optical fiber transmission with a deep learning network multimode fibers mmf are an example of a highly scattering medium which scramble the coherent light propagating. Multimode optical fiber transmission with a deep learning network. Multimode optical fiber transmission with a deep learning network babak rahmani 1 2damien loterie 1 georgia konstantinou 1 demetri psaltis christophe moser 1ecole polytechnique fédérale de lausanne laboratory of applied photonics devices ch 1015 lausanne switzerland 2ecole polytechnique fédérale de lausanne laboratory of optics ch 1015 lausanne switzerland. Multimode fibers mmf are an example of a highly scattering medium which scramble the coherent light propagating within them and produce seemingly random patterns.

Deep learning networks have been employed earlier for imaging through multimode fibers but the large amount of data required for training the network was an obstacle.

Multi Channel Fiber Photometry System A Schematic Diagram Of The Download Scientific Diagram

Multi Channel Fiber Photometry System A Schematic Diagram Of The Download Scientific Diagram

Understanding The Key Benefits Of Using Multimode Optical Fiber Cables In Data Transmission By Fiber Mode Medium

Understanding The Key Benefits Of Using Multimode Optical Fiber Cables In Data Transmission By Fiber Mode Medium

Applied Sciences Free Full Text Deep Learning For Computational Mode Decomposition In Optical Fibers Html

Applied Sciences Free Full Text Deep Learning For Computational Mode Decomposition In Optical Fibers Html

Single Mode Vs Multi Mode Fiber Transceivers With Images Infographic Fibre Optics Serious Injury

Single Mode Vs Multi Mode Fiber Transceivers With Images Infographic Fibre Optics Serious Injury

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