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Optical brain imaging technologies are promising due to their relatively high temporal resolution, portability and cost-effectiveness. However, the highly scattering nature of near-infrared light in human tissue makes it challenging to…

Neuroimaging has profoundly enhanced our understanding of the human brain by characterizing its structure, function, and connectivity through modalities like MRI, fMRI, EEG, and PET. These technologies have enabled major breakthroughs…

Applications · Statistics 2026-02-16 Jian Kang , Thomas Nichols , Lexin Li , Martin A. Lindquist , Hongtu Zhu

As light travels through a disordered medium such as biological tissues, it undergoes multiple scattering events. This phenomenon is detrimental to in-depth optical microscopy, as it causes a drastic degradation of contrast, resolution and…

Imaging inside scattering media at optical resolution is a longstanding challenge affecting multiple fields, from bio-medicine to astronomy. In recent years, several groundbreaking techniques for imaging inside scattering media, in…

Optics · Physics 2024-05-17 Elad Sunray , Gil Weinberg , Moriya Rosenfeld , Ori Katz

Imaging through opaque, highly scattering walls is a long sought after capability with potential applications in a variety of fields. The use of wavefront shaping to compensate for scattering has brought a renewed interest as a potential…

Artificial intelligence (AI) has rapidly evolved into a critical technology; however, electrical hardware struggles to keep pace with the exponential growth of AI models. Free space optical hardware provides alternative approaches for…

Optics · Physics 2025-10-07 Xue Dong , Kai Lion , Fei Xia , YoonSeok Baek , Ziao Wang , Niao He , Sylvain Gigan

Imaging with optical resolution through highly scattering media is a long sought-after goal with important applications in deep tissue imaging. Although being the focus of numerous works, this goal was considered impractical until recently.…

Optics · Physics 2012-02-10 Ori Katz , Eran Small , Yaron Silberberg

The brain is a complex system comprising a myriad of interacting elements, posing significant challenges in understanding its structure, function, and dynamics. Network science has emerged as a powerful tool for studying such intricate…

Photonic neural networks benefit from both the high channel capacity- and the wave nature of light acting as an effective weighting mechanism through linear optics. The neuron's activation function, however, requires nonlinearity which can…

The mammalian brain is a densely interconnected network that consists of millions to billions of neurons. Decoding how information is represented and processed by this neural circuitry requires the ability to capture and manipulate the…

Biological Physics · Physics 2018-05-10 Siegfried Weisenburger , Alipasha Vaziri

Finding general principles underlying brain function has been appealing to scientists. Indeed, in some branches of science like physics and chemistry (and to some degree biology) a general theory often can capture the essence of a wide…

Neurons and Cognition · Quantitative Biology 2023-12-22 Shervin Safavi

Optical imaging deep inside scattering media remains a fundamental problem in bio-imaging. While wavefront shaping has been shown to allow focusing of coherent light at depth, achieving it non-invasively remains a challenge. Various…

Optics · Physics 2019-12-24 Antoine Boniface , Baptiste Blochet , Jonathan Dong , Sylvain Gigan

This roadmap consolidates recent advances while exploring emerging applications, reflecting the remarkable diversity of hardware platforms, neuromorphic concepts, and implementation philosophies reported in the field. It emphasizes the…

Emerging Technologies · Computer Science 2025-01-17 Daniel Brunner , Bhavin J. Shastri , Mohammed A. Al Qadasi , H. Ballani , Sylvain Barbay , Stefano Biasi , Peter Bienstman , Simon Bilodeau , Wim Bogaerts , Fabian Böhm , G. Brennan , Sonia Buckley , Xinlun Cai , Marcello Calvanese Strinati , B. Canakci , Benoit Charbonnier , Mario Chemnitz , Yitong Chen , Stanley Cheung , Jeff Chiles , Suyeon Choi , Demetrios N. Christodoulides , Lukas Chrostowski , J. Chu , J. H. Clegg , D. Cletheroe , Claudio Conti , Qionghai Dai , Luigi Di Lauro , Nikolaos Panteleimon Diamantopoulos , Niyazi Ulas Dinc , Jacob Ewaniuk , Shanhui Fan , Lu Fang , Riccardo Franchi , Pedro Freire , Silvia Gentilini , Sylvain Gigan , Gian Luca Giorgi , C. Gkantsidis , J. Gladrow , Elena Goi , M. Goldmann , A. Grabulosa , Min Gu , Xianxin Guo , Matěj Hejda , F. Horst , Jih Liang Hsieh , Jianqi Hu , Juejun Hu , Chaoran Huang , Antonio Hurtado , Lina Jaurigue , K. P. Kalinin , Morteza Kamalian Kopae , D. J. Kelly , Mercedeh Khajavikhan , H. Kremer , Jeremie Laydevant , Joshua C. Lederman , Jongheon Lee , Daan Lenstra , Gordon H. Y. Li , Mo Li , Yuhang Li , Xing Lin , Zhongjin Lin , Mieszko Lis , Kathy Lüdge , Alessio Lugnan , Alessandro Lupo , A. I. Lvovsky , Egor Manuylovich , Alireza Marandi , Federico Marchesin , Serge Massar , Adam N. McCaughan , Peter L. McMahon , Miltiadis Moralis Pegios , Roberto Morandotti , Christophe Moser , David J. Moss , Avilash Mukherjee , Mahdi Nikdast , B. J. Offrein , Ilker Oguz , Bakhrom Oripov , G. O'Shea , Aydogan Ozcan , F. Parmigiani , Sudeep Pasricha , Fabio Pavanello , Lorenzo Pavesi , Nicola Peserico , L. Pickup , Davide Pierangeli , Nikos Pleros , Xavier Porte , Bryce A. Primavera , Paul Prucnal , Demetri Psaltis , Lukas Puts , Fei Qiao , B. Rahmani , Fabrice Raineri , Carlos A. Ríos Ocampo , Joshua Robertson , Bruno Romeira , Charles Roques Carmes , Nir Rotenberg , A. Rowstron , Steffen Schoenhardt , Russell L . T. Schwartz , Jeffrey M. Shainline , Sudip Shekhar , Anas Skalli , Mandar M. Sohoni , Volker J. Sorger , Miguel C. Soriano , James Spall , Ripalta Stabile , Birgit Stiller , Satoshi Sunada , Anastasios Tefas , Bassem Tossoun , Apostolos Tsakyridis , Sergei K. Turitsyn , Guy Van der Sande , Thomas Van Vaerenbergh , Daniele Veraldi , Guy Verschaffelt , E. A. Vlieg , Hao Wang , Tianyu Wang , Gordon Wetzstein , Logan G. Wright , Changming Wu , Chu Wu , Jiamin Wu , Fei Xia , Xingyuan Xu , Hangbo Yang , Weiming Yao , Mustafa Yildirim , S. J. Ben Yoo , Nathan Youngblood , Roberta Zambrini , Haiou Zhang , Weipeng Zhang

Optical metasurfaces are conventionally viewed as organized flat arrays of photonic or plasmonic nanoresonators, also called metaatoms. These metasurfaces are typically highly ordered and fabricated with precision using expensive tools.…

Optics · Physics 2025-03-26 P. Lalanne , M Chen , C. Rockstuhl , A. Sprafke , A. Dmitriev , K. Vynck

This article reviews deep learning applications in biomedical optics with a particular emphasis on image formation. The review is organized by imaging domains within biomedical optics and includes microscopy, fluorescence lifetime imaging,…

Light scattering in inhomogeneous media induces wavefront distortions which pose an inherent limitation in many optical applications. Examples range from microscopy and nanosurgery to astronomy. In recent years, ongoing efforts have made…

Optics · Physics 2015-05-20 Ori Katz , Yaron Bromberg , Eran Small , Yaron Silberberg

In the last two decades, optical vortices carried by twisted light wavefronts have attracted a great deal of interest, providing not only new physical insights into light-matter interactions, but also a transformative platform for boosting…

Optics · Physics 2021-11-05 Chenhao Li , Stefan A. Maier , Haoran Ren

Nanophotonics has been an active research field over the past two decades, triggered by the rising interests in exploring new physics and technologies with light at the nanoscale. As the demands of performance and integration level keep…

Optics · Physics 2019-01-28 Kan Yao , Rohit Unni , Yuebing Zheng

Centuries of effort to improve imaging has focused on perfecting and combining lenses to obtain better optical performance and new functionalities. The arrival of nanotechnology has brought to this effort engineered surfaces called…

Wavefront shaping is a powerful technique that can be used to focus light through scattering media, which can be important for imaging through scattering samples such as tissue. The method is based on the assumption that the field at the…