activity
20152019
most citedTraining of photonic neural networks through in situ backpropagation

502 citations · 1.1k across the 7 of their papers we have counts for

collaborators

7 papers

physics.optics2019★ 4 cited

Overcoming the absorption limit in high-harmonic generation from crystals

Hanzhe Liu, Giulio Vampa, Jingyuan Linda Zhang +6

Since the new millennium coherent extreme ultra-violet and soft x-ray radiation has revolutionized the understanding of dynamical physical, chemical and biological systems at the e…

physics.optics2018★ 11 cited

Absence of unidirectionally propagating surface plasmon-polaritons in nonreciprocal plasmonics

Siddharth Buddhiraju, Yu Shi, Alex Song +5

In the presence of an external magnetic field, the surface plasmon polariton that exists at the metal-dielectric interface is believed to support a unidirectional frequency range n…

physics.optics2018★ 502 cited

Training of photonic neural networks through in situ backpropagation

Tyler W. Hughes, Momchil Minkov, Yu Shi +1

Recently, integrated optics has gained interest as a hardware platform for implementing machine learning algorithms. Of particular interest are artificial neural networks, since ma…

physics.optics2017★ 304 cited

A Photonic Crystal Slab Laplace Differentiator

Cheng Guo, Meng Xiao, Momchil Minkov +2

We introduce an implementation of a Laplace differentiator based on a photonic crystal slab that operates at transmission mode. We show that the Laplace differentiator can be imple…

physics.optics2017★ 22 cited

Non-reciprocal geometric phase in nonlinear frequency conversion

Kai Wang, Yu Shi, Alexander S. Solntsev +3

We describe analytically and numerically the geometric phase arising from nonlinear frequency conversion and show that such a phase can be made non-reciprocal by momentum-dependent…

physics.optics2017

Exact solution to the steady-state dynamics of a periodically-modulated resonator

Momchil Minkov, Yu Shi, Shanhui Fan

We provide an analytic solution to the coupled-mode equations describing the steady-state of a single periodically-modulated optical resonator driven by a monochromatic input. The…

physics.optics2015★ 266 cited

Photonic gauge potential in a system with a synthetic frequency dimension

Luqi Yuan, Yu Shi, Shanhui Fan

We generalize the concept of photonic gauge potential in real space, by introducing an additional "synthetic" frequency dimension in addition to the real space dimensions. As an il…