☆ 4.7 Review

Controlling light propagation in multimode fibers for imaging, spectroscopy, and beyond

ADVANCES IN OPTICS AND PHOTONICS (2023)

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Article Optics

High Accuracy Transmission and Recognition of Complex Images through Multimode Fibers Using Deep Learning

Runchu Xu et al.

Summary: Multimode fiber has great potential in miniaturizing optical endoscopes, but it is sensitive to fiber deformations and environmental changes. High accuracy transmission and recognition of complex images through multimode fibers using traditional methods are challenging. This study presents two neural networks, USINET and CSRNET, for high accuracy reconstruction and recognition of complex images under different multimode fiber transmission conditions. The experimental results demonstrate the application prospect of multimode fibers combined with deep learning in minimally invasive medicine.

LASER & PHOTONICS REVIEWS (2023)

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Article Optics

Improved two-photon polymerization through an optical fiber using coherent beam shaping

Georgia Konstantinou et al.

Summary: This study introduces an advanced digital scanning technique based on transmission matrix approach, for high-resolution three-dimensional light-based additive manufacturing. Compared to previous techniques, this method is faster, simpler, and provides smaller printing distances and smoother printed structures.

OPTICS AND LASERS IN ENGINEERING (2023)

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Article Optics

Efficient dispersion modeling in optical multimode fiber

Szu-Yu Lee et al.

Summary: Dispersion in optical multimode fiber is a persistent challenge for wavelength-dependent transmission characterization. In this study, a parametric dispersion model is proposed to describe mode mixing and extend the concept of principal modes to the fiber's spectrally resolved transmission matrix (TM). Computational methods are presented to fit the model to measurements at discrete wavelengths, allowing an accurate estimation of the full TM across a broad spectral bandwidth. The model enables the study of principal mode behavior and efficient reconstruction of the multispectral TM of multimode fiber.

LIGHT-SCIENCE & APPLICATIONS (2023)

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Article Multidisciplinary Sciences

110 μm thin endo-microscope for deep-brain in vivo observations of neuronal connectivity, activity and blood flow dynamics

Miroslav Stiburek et al.

Summary: Controlled light transport through multimode fibres is a less traumatic approach to study deep brain structures using in-vivo imaging. The authors present a hair-thin endoscope that enables detailed view of the whole depth of the living animal brain. The instrument allows for multi-wavelength detection and random access options, with high lateral resolution. It can be used for observing neurons, their processes, blood vessels, calcium signaling, and blood flow velocity in individual vessels.

NATURE COMMUNICATIONS (2023)

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Article Optics

Unsupervised full-color cellular image reconstruction through disordered optical fiber

Xiaowen Hu et al.

Summary: The fusion of fiber-optic imaging with supervised deep learning has seen significant development in recent years, enabling high-quality imaging of difficult-to-reach areas. However, the requirement for paired collection of input objects and fiber outputs limits the potential of fiber-optic imaging. The use of unsupervised image reconstruction, based on transverse Anderson localization in disordered fibers, offers a new solution. In this study, unsupervised full-color imaging with cellular resolution was successfully demonstrated through a meter-long disordered fiber in both transmission and reflection modes. Two stages of unsupervised image reconstruction, involving pixel-wise standardization and fine detail recovery through a generative adversarial network, were employed. This approach allows for flexible calibration under various conditions without the need for paired images.

LIGHT-SCIENCE & APPLICATIONS (2023)

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Article Optics

Deep learning image transmission through a multimode fiber based on a small training dataset

Binbin Song et al.

Summary: An improved deep neural network incorporating attention mechanism and DSSIM loss function (AM_U_Net) shows remarkable capabilities in recovering speckled images transmitted through multimode fiber, with optimal reconstruction and generalization ability, and improved recognition accuracy through bimodal fusion. Its robustness under different transmission conditions indicates significant potential in medical imaging and secure communication.

OPTICS EXPRESS (2022)

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Article Biochemical Research Methods

Suppression of the non-linear background in a multimode fibre CARS endoscope

Tomas Pikalek et al.

Summary: Multimode fibres have potential as miniature endoscopes for deep tissue imaging. Using a composite probe consisting of a GRIN fibre and a spliced on step-index fibre reduces the intensity of the non-linear background signal.

BIOMEDICAL OPTICS EXPRESS (2022)

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Review Optics

Mode-division and spatial-division optical fiber sensors

Christophe Caucheteur et al.

Summary: This paper provides a comprehensive review of mode-division and spatial-division optical fiber sensors, focusing on interferometers and advanced fiber gratings. Multimodal fiber sensors offer a wider range of sensing modalities and improved performance compared to single-mode sensors. The paper discusses the operating principles, theoretical formalism, simulation procedures, and cutting-edge applications of these sensors.

ADVANCES IN OPTICS AND PHOTONICS (2022)

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Review Nanoscience & Nanotechnology

Learning to image and compute with multimode optical fibers

Babak Rahmani et al.

Summary: This paper introduces the potential of multimode fibers (MMF) for image transmission and explores the use of machine learning methods for image imaging and transmission. The advantages and disadvantages of using methods such as analog phase conjugation, digital phase conjugation, or full-wave holographic transmission matrix for fiber imaging are discussed.

NANOPHOTONICS (2022)

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Article Optics

Confocal 3D reflectance imaging through multimode fiber without wavefront shaping

Szu-Yu Lee et al.

Summary: This research presents a computational approach for reconstructing depth-gated confocal images through multimode fiber (MMF) using raster-scanned, focused input illumination at the fiber proximal end. Unlike previous methods, this approach does not require active wavefront control or exogenous fluorophores and is compatible with quantitative phase, dark-field, and polarimetric imaging. This opens up a new pathway for minimally invasive imaging in medical diagnosis and biological investigations.

OPTICA (2022)

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Article Optics

Endoscopic Imaging Using a Multimode Optical Fibre Calibrated with Multiple Internal References

Petr Jakl et al.

Summary: This paper demonstrates that combining a relatively small number of transmission matrices (TMs), measured using different internal references, can completely eliminate blind spots in multimode fiber-based endoscopic imaging, resulting in a significant enhancement of imaging quality.

PHOTONICS (2022)

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Article Optics

Near perfect focusing through multimode fibres

Andre D. Gomes et al.

Summary: Holographic, multimode fibre-based endoscopes offer high-quality in-vivo imaging and have promising applications. Researchers have achieved diffraction-limited foci with high purity and sharpness, representing the highest reported optical power delivery. The study also examines the impact of various experimental conditions on imaging performance.

OPTICS EXPRESS (2022)

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Review Physics, Applied

Harnessing disorder for photonic device applications

Hui Cao et al.

Summary: For photonic devices, disorder and complexity have traditionally been seen as unwanted features. However, this review shows that disorder can actually be harnessed to enable unique functionalities in photonic devices. Disordered systems offer more possibilities and diverse optical responses compared to ordered systems. They have been used for secret key generation, random projection, matrix multiplication, and reservoir computing. Disordered photonic devices can function as multiple optical components and have been employed in hyperspectral imaging, polarimetry, and pulse measurement. Incorporating disorder into devices also allows for speckle-free imaging, broad tunability, and suppression of instabilities.

APPLIED PHYSICS REVIEWS (2022)

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Article Acoustics

Video-rate dual-modal photoacoustic and fluorescence imaging through a multimode fibre towards forward-viewing endomicroscopy

Tianrui Zhao et al.

Summary: Multimode fibres (MMFs) are gaining attention in optical endoscopy due to their potential for miniaturization, improved spatial resolution, and cost-effectiveness. Researchers have developed a video-rate dual-modal photoacoustic (PA) and fluorescence microscopy probe using a high-speed digital micromirror device (DMD) for forward-viewing endomicroscopy. The probe achieved high-speed imaging with adjustable PA imaging speed and spatial resolution, and demonstrated the capability of dual-modal imaging.

PHOTOACOUSTICS (2022)

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Article Optics

Learning the matrix of few-mode fibers for high-fidelity spatial mode transmission

Qian Zhang et al.

Summary: This paper introduces a deep learning-based mode decomposition method that can measure the complex transmission matrix of few-mode fibers and achieve mode inversion. This method shows potential in overcoming mode crosstalk in fibers and is applicable to both classical and quantum communications.

APL PHOTONICS (2022)

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Article Optics

Refractive index profiles and propagation losses in bent optical fibers

Pauli Kiiveri et al.

Summary: A better understanding of stress effects on bending losses in optical fibers improves fiber system designs and optimizes refractive index profiles. The study models and compares the light propagation and losses caused by bending in optical fibers, considering waveguide shape and stress-induced refractive index changes.

OPTICAL ENGINEERING (2022)

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Article Optics

Upconversion imaging through multimode fibers based on deep learning

Xiaoyan Wang et al.

Summary: In this paper, imaging of an object passing through multimode fiber (MMF) is achieved using upconversion imaging technique and deep learning. The infrared speckle pattern obtained when the object passes through MMF and/or scattering medium, which cannot be detected by CCD, is converted to visible speckle pattern through the upconversion imaging technique. Image reconstruction is realized using the pix2pix network model based on generative adversarial network (GAN). The combination of upconversion imaging and deep learning is found to be feasible for extending the imaging wavelength and recovering images from speckle with high fidelity.

OPTIK (2022)

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Article Chemistry, Analytical

Diffraction Efficiency of MEMS Phase Light Modulator, TI-PLM, for Quasi-Continuous and Multi-Point Beam Steering

Xianyue Deng et al.

Summary: This paper discusses the recent development of MEMS Phase Light Modulator (PLM) and its application in fast laser beam steering for lidar. By displaying Computer-Generated Hologram (CGH) without iterative CGH calculation algorithm, the MEMS PLM enables quasi-continuous laser beam steering and improves the efficiency of lidar.

MICROMACHINES (2022)

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Article Optics

Roadmap on wavefront shaping and deep imaging in complex media

Sylvain Gigan et al.

Summary: In the last decade, various tools such as wavefront shaping and computational methods have been developed to understand and control the propagation of light in complex mediums. This field has revolutionized the possibility of diffraction-limited imaging at depth in tissues, and a vibrant community is actively working on it.

JOURNAL OF PHYSICS-PHOTONICS (2022)

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Article Physics, Applied

Learning to transmit images through optical speckle of a multimode fiber with high fidelity

Pusong Tang et al.

Summary: The multimode fiber inverse-scattering net overcomes the modal dispersion in multimode fibers, enabling high fidelity image transmission.

APPLIED PHYSICS LETTERS (2022)

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Review Physics, Multidisciplinary

Physics of highly multimode nonlinear optical systems

Logan G. Wright et al.

Summary: This Review presents the breadth of the high-dimensional nonlinear physics that can be studied in multimode fibre and laser cavity systems. These systems, with their multifaceted control, low cost, scalability, and ultrahigh bandwidth, are ideal physical platforms for exploring and applying high-dimensional nonlinear physics, from spatial solitons to dynamical complexity.

NATURE PHYSICS (2022)

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Review Physics, Multidisciplinary

Imaging in complex media

Jacopo Bertolotti et al.

Summary: This review summarizes the techniques used to overcome scattering in optical imaging, including physical correction and computational inversion methods. The study shows that the effects of scattering in different fields of imaging are fundamentally equivalent and can be translated to each other.

NATURE PHYSICS (2022)

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Article Physics, Multidisciplinary

Quantum light in complex media and its applications

Ohad Lib et al.

Summary: This Perspective discusses the extent to which the quantum properties of light can be preserved and controlled in complex medium, and their relevance to applications in quantum communication and quantum computing.

NATURE PHYSICS (2022)

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Review Physics, Multidisciplinary

Shaping the propagation of light in complex media

Hui Cao et al.

Summary: This article summarizes the theoretical framework and experimental techniques for understanding and controlling multiple scattering of light in turbid media. Recent advancements in optical wavefront shaping and phase recording have allowed for the control of coherent light transport in complex media. These developments have resulted in significant progress in focusing and controlling light transmission and have practical applications in areas such as optical micro-manipulation.

NATURE PHYSICS (2022)

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Proceedings Paper Engineering, Electrical & Electronic

High-resolution broadband RF spectrometer based on laser speckle imaging

Matthew J. Kelley et al.

Summary: Photonic measurement of microwave signals offers advantages over conventional electronic instruments, and this article demonstrates a microwave photonic spectrometer based on laser speckle pattern imaging, achieving high-resolution signal recovery through regression analysis techniques.

OPTICS AND PHOTONICS FOR INFORMATION PROCESSING XVI (2022)

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Article Optics

Resampling the transmission matrix in an aberration-corrected Bessel mode basis

Pritam Pai et al.

Summary: Studying the optical transmission matrix of a sample provides valuable statistics on light transport through it. By using Bessel modes of the first kind as the basis, more accurate results on the singular values, eigenvalues, and eigenmodes of light propagation can be obtained compared to conventional methods.

OPTICS EXPRESS (2021)

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Article Optics

Spatiotemporal focusing through a multimode fiber via time-domain wavefront shaping

Matthias C. Velsink et al.

Summary: This study demonstrates how to perform nonlinear fluorescent imaging behind a multimode fiber using femtosecond optical pulses, with a connection established to the multimode fiber via a single-mode fiber. The experimental results are in good agreement with numerical simulations.

OPTICS EXPRESS (2021)

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Article Multidisciplinary Sciences

Image reconstruction through a multimode fiber with a simple neural network architecture

Changyan Zhu et al.

Summary: The study found that a considerably simpler neural network architecture, the single hidden layer dense neural network, performs just as well as previously-used CNNs in terms of image reconstruction fidelity, and is superior in terms of training time and computing resources required. The trained networks can accurately reconstruct MMF images collected over a week after the cessation of the training set, with the dense network performing as well as the CNN over the entire period.

SCIENTIFIC REPORTS (2021)

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Article Engineering, Electrical & Electronic

Integrated Multimode Waveguide With Photonic Lantern for Speckle Spectroscopy

Dan Yi et al.

Summary: A high-resolution compact spectrometer based on a multimode waveguide integrated with a planar photonic lantern is proposed in the study, showing potential for ultra-compact and high-resolution spectrometer systems. The system demonstrated spectral correlation width of 0.16-nm at 1560 nm and can scale up for wider operational bandwidth by estimating the spectrometer resolution and the number of supported modes.

IEEE JOURNAL OF QUANTUM ELECTRONICS (2021)

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Article Engineering, Electrical & Electronic

2.7 Gb/s Secure Key Generation and Distribution Using Bidirectional Polarization Scrambler in Fiber

Liuming Zhang et al.

Summary: A secure key generation and distribution scheme using a wide-band polarization scrambler in classical fiber channel was proposed and demonstrated. The scheme achieved a key generation rate of 2.7 Gb/s over single mode fiber, ensuring both consistency and secrecy of the generated key bits. This advancement brings us closer to implementing one-time-pad data encryption with perfect secrecy in fiber networks.

IEEE PHOTONICS TECHNOLOGY LETTERS (2021)

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Article Optics

Computational image enhancement of multimode fibre-based holographic endo-microscopy: harnessing the muddy modes

Tereza Tuckova et al.

Summary: Imaging geometries utilizing wavefront-shaping to control light transport through a multi-mode optical fibre enable high resolution laser-scanning fluorescence microscopy inside living tissues, but are often contaminated by stray optical signals. By post-processing resulting images using intensity records of all contaminated foci, imaging performance can be significantly enhanced.

OPTICS EXPRESS (2021)

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Article Multidisciplinary Sciences

Time-of-flight 3D imaging through multimode optical fibers

Daan Stellinga et al.

Summary: The study demonstrates high-speed 3D imaging through multimode fibers and correction of aberrations using wavefront shaping. This research applies far-field depth-resolving capabilities to ultrathin microendoscopes, with potential applications in clinical and remote inspection scenarios.

SCIENCE (2021)

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Article Engineering, Electrical & Electronic

High-Speed Random-Channel Cryptography in Multimode Fibers

Rachel Sampson et al.

Summary: The research proposes and demonstrates high-speed operation of random-channel cryptography (RCC) in multimode fibers. By adding a fast modulator, the key rate and distance are decoupled, leading to a significant improvement in the key rate-distance product.

IEEE PHOTONICS JOURNAL (2021)

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Article Engineering, Electrical & Electronic

Improvement of Image Classification by Multiple Optical Scattering

Xinyu Gao et al.

Summary: The study utilized an optical random scattering system based on LCD and RGB laser source to improve image classification accuracy, achieving excellent classification accuracy of over 94% through ridge classification, suitable for data sets in medical, agricultural, environmental protection, and other fields. The proposed optical scattering system has the advantages of high speed, low power consumption, and miniaturization, making it suitable for edge computing applications.

IEEE PHOTONICS JOURNAL (2021)

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Article Optics

Diffraction Efficiency Characteristics for MEMS-Based Phase-Only Spatial Light Modulator with Nonlinear Phase Distribution

Remington S. Ketchum et al.

Summary: MEMS-based phase-only spatial light modulators (PLMs) have the potential to operate at speeds faster than 10 kHz, overcoming the limitations of liquid crystal on silicon (LCoS) spatial light modulators (SLMs) and expanding their practicality in various applications. However, the complex structure and vertical actuation requirements for large 2D MEMS arrays remain a challenge, but Texas Instruments has adapted their existing DMD technology for manufacturing MEMS-based PLMs.

PHOTONICS (2021)

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Article Engineering, Electrical & Electronic

284.8-Mb/s Physical-Layer Cryptographic Key Generation and Distribution in Fiber Networks

Adnan A. E. Hajomer et al.

Summary: Key distribution is a challenge in secure communication, with quantum key distribution being expensive and slow. Utilizing physical properties of optical fiber channels offers a simple and cost-effective solution. Through a high-speed chaotic polarization scrambler driven by digital chaos, a significantly faster key generation rate is achieved, ensuring a secure mechanism against potential fiber-tapping attacks.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2021)

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Article Engineering, Electrical & Electronic

Tunable Mode Control Through Myriad-Mode Fibers

Sakshi Singh et al.

Summary: The paper introduces a technique to tailor the mode composition at the output of a multimode fiber by using its experimentally measured transmission matrix, specifically for high mode number fibers. Different subsets of modes were selected to create focal spots at the output of a fiber with 7140 modes, and efficiency and fidelity metrics were defined to evaluate mode control.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2021)

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Article Optics

Chromato-axial memory effect in step-index multimode fibers

Louisiane Devaud et al.

Summary: This article quantitatively characterized a chromato-axial memory effect in step-index MMFs through its slope and spectral and axial widths. The theoretical model and numerical simulations proposed in the paper are in good agreement with experimental observations.

APL PHOTONICS (2021)

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Article Optics

Photonic integrated circuit based compressive sensing radio frequency receiver using waveguide speckle

David B. Borlaug et al.

Summary: This study presents the use of compressive sensing technology to receive RF signals in the range of 2.5 to 4.5 GHz and successfully recovers and processes the signals using photonic integrated circuit (PIC) components. Compared to the previous fiber system, the PIC demonstrates a reduced footprint for the speckle mixer.

OPTICS EXPRESS (2021)

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Article Multidisciplinary Sciences

High-fidelity spatial mode transmission through a 1-km-long multimode fiber via vectorial time reversal

Yiyu Zhou et al.

Summary: The use of long multimode fibers for multiplexed quantum communication is hindered by modal crosstalk and polarization mixing. The authors demonstrate a vectorial time reversal technique to achieve high modal fidelity for a large number of spatial modes, using an auxiliary beam sent backward to pre-compensate for spatial distortions and polarization scrambling.

NATURE COMMUNICATIONS (2021)

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Article Optics

Compressively sampling the optical transmission matrix of a multimode fibre

Shuhui Li et al.

Summary: This paper discusses how compressive sensing can reduce the measurement requirements of optical transmission matrices (TMs), allowing for accurate estimation from fewer measurements, and demonstrates this concept on a multimode fiber. The compressive TM sampling strategy is general and applicable to various scattering samples.

LIGHT-SCIENCE & APPLICATIONS (2021)

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Article Chemistry, Analytical

Analog Spatial Light Modulators Based on Micromirror Arrays

Ulrike Dauderstaedt et al.

Summary: The Fraunhofer Institute for Photonic Microsystems (IPMS) has been developing and manufacturing micromirror arrays for more than 20 years, originally focusing on microlithography applications in the deep ultraviolet range, but now expanding to applications in the visible and near-infrared range.

MICROMACHINES (2021)

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Article Optics

Observing distant objects with a multimode fiber-based holographic endoscope

Ivo T. Leite et al.

Summary: Holographic wavefront manipulation can convert thin multimode optical fibers into minimally invasive lensless imaging instruments with high information densities. This technology enables imaging of macroscopic objects at a large depth of field in a small-sized system, with optimized speed, power efficiency, and signal quality for dynamic environments.

APL PHOTONICS (2021)

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Article Optics

Image Transmission Through a Dynamically Perturbed Multimode Fiber by Deep Learning

Shachar Resisi et al.

Summary: When multimode optical fibers are perturbed, data transmission is disrupted, but a deep learning approach can recover input images successfully by utilizing hidden correlations in speckle patterns.

LASER & PHOTONICS REVIEWS (2021)

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Article Optics

Side-view holographic endomicroscopy via a custom-terminated multimode fibre

Beatriz M. Silveira et al.

Summary: Microendoscopes based on optical fibres are promising for in-vivo observations of inaccessible biological structures in animal models. Imaging can now be performed using holographic methods for light control. An engineered fibre probe design reduces tissue damage and provides off-axis imaging capabilities, paving the way for less invasive deep-tissue imaging.

OPTICS EXPRESS (2021)

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Article Optics

Optical memory effect in square multimode fibers

Antonio M. Caravaca-Aguirre et al.

Summary: Experimental demonstration of a translational optical memory effect in square-core multimode fibers, where symmetry properties of square-core waveguides lead to speckle patterns shifting along four directions. A simple theoretical model based on perfectly reflective square waveguides is used to predict and interpret this phenomenon. Experimental results show that this translational memory effect can be observed for shift distances up to typically 10 micrometers after propagation through several centimeters of fiber.

OPTICS LETTERS (2021)

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Article Multidisciplinary Sciences

Memory effect assisted imaging through multimode optical fibres

Shuhui Li et al.

Summary: The article discusses the nature of optical memory effects in structures of arbitrary geometry and proposes a framework to estimate the transmission matrix of an optical fiber from just one end through feedback.

NATURE COMMUNICATIONS (2021)

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Article Physics, Multidisciplinary

Learning and Avoiding Disorder in Multimode Fibers

Maxime W. Matthes et al.

Summary: Multimode optical fibers have shown potential in boosting optical communication data rates and reducing the invasiveness of endoscopic procedures, but are hindered by disorder. Researchers have introduced a framework to study and avoid the effect of disorder, identifying optical channels resilient to strong deformations induced by disorder.

PHYSICAL REVIEW X (2021)

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Article Computer Science, Interdisciplinary Applications

Scalable optical learning operator

Ugur Tegin et al.

Summary: The study presents an optical computing framework based on spatiotemporal effects in multimode fibers for high-speed computations, addressing the energy scaling problem without compromising speed. The method leverages the simultaneous, linear and nonlinear interaction of spatial modes as a computation engine, showing comparable accuracy with digital implementations for various tasks.

NATURE COMPUTATIONAL SCIENCE (2021)

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Review Automation & Control Systems

A Review on Active 3D Microstructures via Direct Laser Lithography

Irene Bernardeschi et al.

Summary: Direct laser lithography (DLL) is a crucial technology for 3D constructs at the microscale, and its potential is expanding rapidly toward the development of active microstructures. This work provides an in-depth analysis of indirect and direct methods, including the different materials and strategies involved, as well as the advantages and disadvantages. The new synergies between DLL and active materials are opening up completely new scenarios, particularly for sensing and actuation at the microscale.

ADVANCED INTELLIGENT SYSTEMS (2021)

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Article Optics

A complete, parallel and autonomous photonic neural network in a semiconductor multimode laser

Xavier Porte et al.

Summary: Neural networks differ fundamentally from classical algorithmic computing, posing significant challenges for current computing substrates. They require parallelism across the entire processor and a co-location of memory and arithmetic, beyond traditional architectures. By spatially multiplexing neurons across the optical near-field of a semiconductor multimode laser, we demonstrate the realization of a fully parallel and fully implemented photonic neural network for the first time.

JOURNAL OF PHYSICS-PHOTONICS (2021)

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Article Optics

High-fidelity imaging through multimode fibers via deep learning

Jun Zhao et al.

Summary: This study experimentally demonstrates high-fidelity imaging through a bent multimode fiber using conventional neural network (CNN). The research shows that fiber conditions can affect the fidelity of reconstructed images, with information loss occurring when the fiber is bent to a small diameter, though image fidelity remains good even when the fiber is curled to a very small diameter.

JOURNAL OF PHYSICS-PHOTONICS (2021)

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Article Optics

Optimal wave fields for micromanipulation in complex scattering environments

Michael Horodynski et al.

NATURE PHOTONICS (2020)

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Article Engineering, Electrical & Electronic

Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction

Jonathan Dong et al.

IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS (2020)

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Article Optics

Classification of time-domain waveforms using a speckle-based optical reservoir computer

Uttam Paudel et al.

OPTICS EXPRESS (2020)

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Article Optics

Single-shot depth profiling by spatio-temporal encoding with a multimode fiber

Szu-Yu Lee et al.

OPTICS EXPRESS (2020)

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Article Optics

Deep learning reconstruction of ultrashort pulses from 2D spatial intensity patterns recorded by an all-in-line system in a single-shot

Ron Ziv et al.

OPTICS EXPRESS (2020)

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Article Optics

Quantum key establishment via a multimode fiber

Lyubov Amitonova et al.

OPTICS EXPRESS (2020)

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Article Optics

Femtometer-resolved simultaneous measurement of multiple laser wavelengths in a speckle wavemeter

Graham D. Bruce et al.

OPTICS LETTERS (2020)

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Article Multidisciplinary Sciences

Physical Layer Security in Multimode Fiber Optical Networks

Stefan Rothe et al.

SCIENTIFIC REPORTS (2020)

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Article Optics

Study of a fiber spectrometer based on offset fusion

Tianliang Wang et al.

APPLIED OPTICS (2020)

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Article Optics

Endo-microscopy beyond the Abbe and Nyquist limits

Lyubov V. Amitonova et al.

LIGHT-SCIENCE & APPLICATIONS (2020)

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Article Chemistry, Multidisciplinary

Deep Learning-Based Image Classification through a Multimode Fiber in the Presence of Wavelength Drift

Eirini Kakkava et al.

APPLIED SCIENCES-BASEL (2020)

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Article Optics

Controlling spatiotemporal nonlinearities in multimode fibers with deep neural networks

U. Tegin et al.

APL PHOTONICS (2020)

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Article Optics

Wavefront shaping in multimode fibers by transmission matrix engineering

Shachar Resisi et al.

APL PHOTONICS (2020)

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Article Optics

Multimode-fiber-based single-shot full-field measurement of optical pulses

Wen Xiong et al.

OPTICS LETTERS (2020)

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Article Engineering, Electrical & Electronic

Remote Spatio-Temporal Focusing Over Multimode Fiber Enabled by Single-Ended Channel Estimation

Haoshuo Chen et al.

IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS (2020)

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Article Engineering, Electrical & Electronic

Polarization Transmission Matrix for Completely Polarization Control of Focal Spots in Speckle Field of Multimode Fiber

Weiru Fan et al.

IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS (2020)

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Article Optics

Seeing through multimode fibers with real-valued intensity transmission matrices

Tianrui Zhao et al.

OPTICS EXPRESS (2020)

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Article Optics

High-fidelity off-axis digital optical phase conjugation with transmission matrix assisted calibration

Chaitanya K. Mididoddi et al.

OPTICS EXPRESS (2020)

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Article Biochemical Research Methods

Single-shot hybrid photoacoustic-fluorescent microendoscopy through a multimode fiber with wavefront shaping

Sylvain Mezil et al.

BIOMEDICAL OPTICS EXPRESS (2020)

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Article Optics

Deep learning of ultrafast pulses with a multimode fiber

Wen Xiong et al.

APL PHOTONICS (2020)

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Article Optics

Reciprocity-induced symmetry in the round-trip transmission through complex systems

Szu-Yu Lee et al.

APL PHOTONICS (2020)

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Review Multidisciplinary Sciences

Inference in artificial intelligence with deep optics and photonics

Gordon Wetzstein et al.

Summary: Artificial intelligence tasks require accelerators for fast and low-power execution. While general-purpose optical computing systems have not matured into a practical technology, recent research shows promise for optical computing in artificial intelligence applications, particularly for visual computing. The potential and challenges of all-optical and hybrid optical networks are discussed in this Perspective.

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