activity
20162023
most citedUltra-low power nonlinear optics in a high Q CMOS compatible integrated micro-ring resonator

190 citations · 552 across the 13 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 2 cited

PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes

Muhammad Al-Digeil, Yuri Grinberg, Daniele Melati3 +5

Autoencoders (AE) provide a useful method for nonlinear dimensionality reduction but are ill-suited for low data regimes. Conversely, Principal Component Analysis (PCA) is data-eff…

physics.optics2022★ 8 cited

Athermal and tunable echelle grating wavelength demultiplexers using a Mach-Zehnder interferometer launch structure

Daniele Melati, Dan-Xia Xu, Ross Cheriton +5

We present a comparative experimental study of three silicon photonic echelle grating demultiplexers that are integrated with a Mach-Zehnder interferometer (MZI) launch structure.…