Research

Research

Current work focuses on reservoir computing for signal equalization within a broader photonics research profile.

Related publications track deep photonic networks, arbitrary broadband optical functionality, and fabrication-tolerant integrated photonic design.

Research Threads

Current direction and related work.

The visible research record connects the current doctoral direction to broader work in deep photonic networks and robust on-chip optical control.

Now

Reservoir Computing and Equalization

Current work centers on how photonic reservoir-computing systems can support demanding equalization tasks.

Built Through

Deep Photonic Networks

Network-based photonic platforms for arbitrary and broadband optical functionality.

Extends Into

Robust Design and Optical Control

Fabrication-tolerant design, polarization handling, and dispersion engineering on chip.

Selected Reading

Representative papers linked to the current profile.

Full publications
01
Deep photonic network platform enabling arbitrary and broadband optical functionality
Ali Najjar Amiri, Aycan Deniz Vit, Kazim Gorgulu, Emir Salih Magden
Nature Communications, 2024
Platform-level work on deep photonic networks and broadband optical functionality.
DOI
02
On-chip arbitrary dispersion engineering with deep photonic networks
Kazim Gorgulu, Aycan Deniz Vit, Ali Najjar Amiri, Emir Salih Magden
Optics Letters, 2025
Extends the publication record into on-chip dispersion control.
DOI
03
Universal On-Chip Polarization Handling With Deep Photonic Networks
Aycan Deniz Vit, Ujal Rzayev, Bahrem Serhat Danis, Ali Najjar Amiri, Kazim Gorgulu, Emir Salih Magden
Journal of Lightwave Technology, 2025
Connects the research profile to polarization handling and optical control.
DOI