4 citations · 5 across the 9 of their papers we have counts for
9 papers
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…
Training Large-Scale Optical Neural Networks with Two-Pass Forward Propagation
Amirreza Ahmadnejad, Somayyeh Koohi
This paper addresses the limitations in Optical Neural Networks (ONNs) related to training efficiency, nonlinear function implementation, and large input data processing. We introd…
An Assessment of PC-mer's Performance in Alignment-Free Phylogenetic Tree Construction
Saeedeh Akbari Rokn Abadi, Melika Honarmand, Ali Hajialinaghi +1
Background: Sequence comparison is essential in bioinformatics, serving various purposes such as taxonomy, functional inference, and drug discovery. The traditional method of align…
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…