From the 1 of 4 linked papers with an AI index.
4 papers
MDTransformer: A Hardware-Software Co-Design of Mode-Division Photonic Transformer Accelerator with Inverse-Designed Coherent Crossbar
Solomon Micheal Serunjogi, Rachmad Vidya Wicaksana Putra, Ayat Taha +2
MDTransformer is a hardware-software co-designed photonic accelerator that uses mode-division multiplexing and inverse-designed optical components to perform complex matrix multipl…
Programmable photonics enabled by ferroionic two-dimensional materials
Ghada Dushaq, Srinivasa R Tamalampudiand, Solomon Serunjogi +1
Artificial intelligence (AI) models are scaling rapidly, exposing fundamental limitations in conventional computing architectures, where the physical separation of memory and compu…
DxPTA: An Architecture Design Space Exploration with Optical Dataflow-guided Strategy for HW/SW Co-Design of Photonic Transformer Accelerators
Rachmad Vidya Wicaksana Putra, Solomon Micheal Serunjogi, Mahmoud Rasras +1
Transformer-based networks have emerged as prominent AI models with state-of-the-art performance, which potentially pave the way toward artificial general intelligence (AGI). Howev…
Polarization Control and TM-Pass Filtering in SiN Photonics Integrated with 2D Multiferroic Materials
Ghada Dushaq, Solomon Serunjogi, Srinivasa R. Tamalampudi +1
Polarization control is a critical function in integrated photonic circuits, directly impacting performance, stability, and signal integrity. In this work, we demonstrate the integ…