Modular architecture of large-scale optical interferometers for sparsely populated input
M.Yu. Saygin

TL;DR
This paper introduces a modular optical interferometer architecture that enables large-scale transformations by splitting the process into scattering and mixing stages, making fabrication more feasible with existing photonics technology.
Contribution
The work proposes a novel two-stage modular architecture for large-scale optical interferometers, facilitating their construction with low-depth circuits and minimal interconnection complexity.
Findings
Allows realization of large transformations with simpler circuits
Reduces fabrication complexity for large-scale interferometers
Offers a viable approach despite non-universality
Abstract
Today, the realization of large optical interferometer schemes is necessary for many sophisticated information processing algorithms. In this work, we propose a modular interferometer architecture possible when the number of input channels of a transformation populated with signals is much lesser than the total number of its channels. The underlying idea is to split the transformation into two stages. In the first stage, the signals undergo scattering among multiple channels of separate optical schemes, while in the second stage, they are made to interfere with each other, thus, we call it the mixing stage. This way, large-scale transformations that technically challenging to fabricate even by means of the mature integrated photonics technology, can be realized using multiple low-depth optical circuits, yet at the expense of single interconnection between the scattering and mixing parts…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNeural Networks and Reservoir Computing · Photonic and Optical Devices · Optical Network Technologies
