6 citations · 11 across the 7 of their papers we have counts for
4 papers · 1 filter
Optical Physics-Based Generative Models
Amirreza Ahmadnejad, Somayyeh Koohi
This paper establishes a comprehensive mathematical framework connecting optical physics equations to generative models, demonstrating how light propagation dynamics inspire powerf…
All-Optical Doubly Resonant Cavities for ReLU Function in Nanophotonic Deep Learning
Amirreza Ahmadnejad, Mohmmad Mehrdad Asadi, Somayyeh Koohi
We present a novel approach to implementing all-optical Rectified Linear Unit (ReLU) activation functions using compact doubly-resonant cavities with dimensions of approximately $1…
Nontrapping Tunable Topological Photonic Memory
Amirreza Ahmadnejad, Somayyeh Koohi, Abolhassan Vaezi
We propose a novel topological photonic memory that encodes information through dynamically controllable Chern numbers in a two-band topological photonic system. Utilizing a honeyc…
Free-Space Optical Spiking Neural Network
Reyhane Ahmadi, Amirreza Ahmadnejad, Somayyeh Koohi
Neuromorphic engineering has emerged as a promising avenue for developing brain-inspired computational systems. However, conventional electronic AI-based processors often encounter…