3 papers
physics.optics2026
Effective Training Principles of Physical Reservoirs
Sobhi Saeed, Mehmet Müftüoglu, Glitta R. Cheeran +3
Reservoir computers benefit from the inherent complexity of optical phenomena, which provide rich, often nonlinear dynamics. However, training directly on the reservoir's output re…
physics.optics2026
Kerr-induced In-line Interferometry for Ultra-sensitive Phase-Contrast Imaging
Glitta R. Cheeran, Mehmet MüftüoÄlu, Sobhi Saeed +2
Measuring the phase of light is fundamental to optical imaging, sensing, and signal processing applications. Conventional optical phase measurements rely on multipath configuration…
physics.optics2025
Nonlinear Inference Capacity of Fiber-Optical Extreme Learning Machines
Sobhi Saeed, Mehmet Müftüoglu, Glitta R. Cheeran +3
The intrinsic complexity of nonlinear optical phenomena offers a fundamentally new resource to analog brain-inspired computing, with the potential to address the pressing energy re…