activity
20082022
most citedTraining of photonic neural networks through in situ backpropagation

502 citations · 4.2k across the 41 of their papers we have counts for

collaborators

41 papers

cond-mat.mes-hall2022★ 25 cited

Theory of photonic crystal polaritons in periodically patterned multilayer waveguides

Simone Zanotti, Hai Son Nguyen, Momchil Minkov +2

We present a formalism for studying the radiation-matter interaction in multilayered dielectric structures with active semiconductor quantum wells patterned with an in-plane period…

cs.ET2022★ 330 cited

Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks

Sunil Pai, Zhanghao Sun, Tyler W. Hughes +11

Neural networks are widely deployed models across many scientific disciplines and commercial endeavors ranging from edge computing and sensing to large-scale signal processing in d…

physics.optics2022★ 112 cited

A full degree-of-freedom photonic crystal spatial light modulator

Christopher L. Panuski, Ian R. Christen, Momchil Minkov +16

Harnessing the full complexity of optical fields requires complete control of all degrees-of-freedom within a region of space and time -- an open goal for present-day spatial light…

physics.optics2022★ 66 cited

Anderson localization of electromagnetic waves in three dimensions

Alexey Yamilov, Sergey E. Skipetrov, Tyler W. Hughes +3

Anderson localization marks a halt of diffusive wave propagation in disordered systems. Despite extensive studies over the past 40 years, Anderson localization of light in three di…

physics.optics2021★ 13 cited

Doubly resonant photonic crystal cavities for efficient second-harmonic generation in III-V semiconductors

Simone Zanotti, Momchil Minkov, Shanhui Fan +2

Second-order nonlinear effects, such as second-harmonic generation, can be strongly enhanced in nanofabricated photonic materials when both fundamental and harmonic frequencies are…

physics.optics2020★ 79 cited

Arbitrary linear transformations for photons in the frequency synthetic dimension

Siddharth Buddhiraju, Avik Dutt, Momchil Minkov +2

Arbitrary linear transformations are of crucial importance in a plethora of photonic applications spanning classical signal processing, communication systems, quantum information p…