Nonlinear Resonator Networks: From Complex Optics to Advanced Computing and Sensing
A Marandi1
1 California Institute of Technology, Pasadena CA, USA
Seminar: S12 — Optical Computing and Neural Networks
Wednesday, 8 July 2026 · 13:30 – 14:00
Abstract
Coupled systems with multiple interacting degrees of freedom provide a fertile ground for emergent dynamics, which is otherwise inaccessible in their solitary counterparts. Particularly, nonlinearity and non-equilibrium dynamics enable new opportunities in coupled photonic systems that are not present in their linear and equilibrium counterparts [1-7] that can have profound consequences in sensing and computing. In this talk, I will overview recent experimental progress on accessing such dynamics in time-multiplexed networks of nonlinear resonators towards computing and sensing applications. I will present demonstrations of topological dissipation [1], non-equilibrium spectral phase transitions [4, 5], topological mode-locked lasers [6], non-Hermitian topologically enhanced sensing [7], and photonic cellular automata [8, 9]. I will discuss the recent demonstration of neuromorphic computing in nanophotonic OPOs [10], as well as the demonstration of all-optical computing beyond 100 GHz [11]. Last, I will overview the progress on integrated optical parametric oscillators (OPOs) [12] and their networks in lithium niobate (LN) nanophotonics for sensing and classical and quantum information processing applications.
References
- C Leefmans, A Dutt, J Williams, et al., Nat. Phys. 18, 442 (2022)
- A Roy, S Jahani, Q Guo, et al., Optica 8, 415 (2021)
- A Roy, M Parto, R Nehra, C Leefmans and A Marandi, Nanophotonics 11, 1611 (2022)
- A Roy, S Jahani, C Langrock, M Fejer and A Marandi, Nat Commun 12, 835 (2021)
- A Roy, R Nehra, C Langrock, M Fejer and A Marandi, Nat. Phys. 19, 427 (2023)
- C Leefmans, M Parto, J Williams, et al., Nat. Phys. 20, 852 (2024)
- M Parto, C Leefmans, J Williams and A Marandi, Light Sci. Appl. 14, 6 (2025)
- G Li, C Leefmans, J Williams and A Marandi, Light Sci. Appl. 12, 132 (2023)
- G Li, C Leefmans, J Williams, et al., Light Sci. Appl. 13, 283 (2024)
- M Parto, G H Y Li, R Sekine, et al., arXiv: 2501.16604 (2025)
- G H Y , M Parto, J Ge, et al., arXiv: 2501.05756 (2025)
- R M Gray, R Sekine, L Ledezma, et al., Newton 1, 100108 (2025)