معرفی
Ilker Oguz is Lecturer and Doctoral Assistant in the Laboratory of Applied Photonics Devices at EPFL. He teaches 'Advanced Photonics' and conducts research at the optics-AI interface.
Research develops photonic computing architectures using nonlinear optics and multimode systems for machine learning acceleration. Key themes: optical neural networks, neuromorphic photonics, hybrid digital-optical systems.
Publications demonstrate innovations in:
- Optical implementations of diffusion models
- Hardware-aware training paradigms
- Energy-efficient photonic processors
Collaborates on European photonics initiatives and industry partnerships in computing hardware.
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