3 papers
cs.CR2026
PHAT: PHotonic Accelerator for TFHE
Guowei Yang, Farbin Fayza, Beren Aydoğan +3
Fully Homomorphic Encryption (FHE) enables secure computation on encrypted data, making it a promising solution for privacy-preserving applications in the cloud. Among various FHE…
cs.ET2024
Photonics for Sustainable Computing
Farbin Fayza, Satyavolu Papa Rao, Darius Bunandar +2
Photonic integrated circuits are finding use in a variety of applications including optical transceivers, LIDAR, bio-sensing, photonic quantum computing, and Machine Learning (ML).…
cs.ET2023
Towards Efficient Hyperdimensional Computing Using Photonics
Farbin Fayza, Cansu Demirkiran, Hanning Chen +8
Over the past few years, silicon photonics-based computing has emerged as a promising alternative to CMOS-based computing for Deep Neural Networks (DNN). Unfortunately, the non-lin…