4 citations · 6 across the 3 of their papers we have counts for
3 papers
physics.optics2024
Optical computing with supercontinuum generation in photonic crystal fibers
Azka Maula Iskandar Muda, Uğur Teğin
We introduce a novel photonic neural network using photonic crystal fibers, leveraging femtosecond pulse supercontinuum generation for optical computing. Investigating its efficacy…
cs.LG2023★ 2 cited
Machine Learning with Chaotic Strange Attractors
Bahadır Utku Kesgin, Uğur Teğin
Machine learning studies need colossal power to process massive datasets and train neural networks to reach high accuracies, which have become gradually unsustainable. Limited by t…
cs.ET2022★ 4 cited
Programming Nonlinear Propagation for Efficient Optical Learning Machines
Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinc +5
The ever-increasing demand for processing data with larger machine learning models requires more efficient hardware solutions due to limitations such as power dissipation and scala…