56 citations · 101 across the 10 of their papers we have counts for
3 papers · 2 filters
Optical Spiking Neural Networks via Rogue-Wave Statistics
Bahadır Utku Kesgin, Gülsüm Yaren Durdu, Uğur Teğin
Optical computing could reduce the energy cost of artificial intelligence by leveraging the parallelism and propagation speed of light. However, implementing nonlinear activation,…
The role of modes in nonlinear fiber optical computing
Firdevs Yüce, Bora Çarpınlıoğlu, Uğur Teğin
We investigate the nonlinear propagation of light in graded-index multimode fiber, utilizing it as an optical computing unit, and quantify how it employs waveguide modes to process…
Fiber-based diffractive deep neural network
Bahadır Utku Kesgin, Firdevs Yüce, Uğur Teğin
Optical computing has reemerged as a promising alternative computing paradigm for providing energy-efficient information processing in the age of artificial intelligence. Among var…