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20132025
most citedDeep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems

747 citations · 3.6k across the 24 of their papers we have counts for

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Showing physics.opticsShow all

17 papers · 1 filter

physics.optics2025★ 2 cited

Structured Light at the Extreme: Harnessing Spatiotemporal Control for High-Field Laser-Matter Interactions

Sergio Carbajo, Seung-Whan Bahk, Justin Baker +19

This review charts the emerging paradigm of intelligent structured light for high-field laser-matter interactions, where the precise spatiotemporal and vectorial control of light i…

physics.optics2023★ 24 cited

Quantum-limited stochastic optical neural networks operating at a few quanta per activation

Shi-Yuan Ma, Tianyu Wang, Jérémie Laydevant +2

Energy efficiency in computation is ultimately limited by noise, with quantum limits setting the fundamental noise floor. Analog physical neural networks hold promise for improved…

physics.optics2022★ 198 cited

Roadmap on spatiotemporal light fields

Yijie Shen, Qiwen Zhan, Logan G. Wright +42

Spatiotemporal sculpturing of light pulse with ultimately sophisticated structures represents the holy grail of the human everlasting pursue of ultrafast information transmission a…

physics.optics2022★ 51 cited

Programmable large-scale simulation of bosonic transport in optical synthetic frequency lattices

Alen Senanian, Logan G. Wright, Peter F. Wade +2

Photonic simulators using synthetic frequency dimensions have enabled flexible experimental analogues of condensed-matter systems, realizing phenomena that are impractical to obser…

physics.optics2022★ 271 cited

Image sensing with multilayer, nonlinear optical neural networks

Tianyu Wang, Mandar M. Sohoni, Logan G. Wright +5

Optical imaging is commonly used for both scientific and technological applications across industry and academia. In image sensing, a measurement, such as of an object's position,…

physics.optics2021★ 273 cited

An optical neural network using less than 1 photon per multiplication

Tianyu Wang, Shi-Yuan Ma, Logan G. Wright +3

Deep learning has rapidly become a widespread tool in both scientific and commercial endeavors. Milestones of deep learning exceeding human performance have been achieved for a gro…