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25 - 30 January 2025
San Francisco, California, US
Conference 13375 > Paper 13375-29
Paper 13375-29

Comprehensive thermal crosstalk model of meshed MZI topologies for neuromorphic computing

28 January 2025 • 12:25 PM - 12:40 PM PST | Moscone South, Room 202 (Level 2)

Abstract

We propose a comprehensive Mach-Zehnder Interferometer (MZI) model that takes into account propagation effects, losses, thermal and optical crosstalk, and can be used to simulate the behavior of meshed MZI topologies (e.g., in the context of neuromorphic photonic computing). The model is validated by comparing the simulated results with power and spectral measurements of a 3x3 Silicon Photonic circuit based on cascaded MZIs. This circuit can be used as a programmable logic gate and this application is demonstrated with the proposed model.

Presenter

Hasan Awad
Politecnico di Torino (Italy)
Application tracks: AI/ML , Photonic Chips
Author
Andrea Marchisio
Politecnico di Torino (Italy)
Author
Politecnico di Torino (Italy)
Presenter/Author
Hasan Awad
Politecnico di Torino (Italy)
Author
Synopsys, Inc. (United States)
Author
Vittorio Curri
Politecnico di Torino (Italy)
Author
Andrea Carena
Politecnico di Torino (Italy)
Author
Paolo Bardella
Politecnico di Torino (Italy)