1.7k citations · 4.5k across the 54 of their papers we have counts for
54 papers
Photonic Ising machines toward and beyond a million spins
A. Aadhi, Nayem Al-Kayed, Tristan Austin +8
Combinatorial optimization problems are central to many challenges in logistics, finance, engineering, and the life sciences, yet they remain among the most computationally demandi…
Universal Neural Network Based Calibration and Control of Programmable Classical and Quantum Photonic Integrated Processors
José Roberto Rausell-Campo, Daniele Melati, Bhavin Shastri +2
Efficient calibration and control of programmable photonic integrated circuits are fundamental for scaling quantum and classical optical computing processors. While neural network-…
Integrated electro-optic attention nonlinearities for transformers
Luis Mickeler, Kai Lion, Alfonso Nardi +5
Transformers have emerged as the dominant neural-network architecture, achieving state-of-the-art performance in language processing and computer vision. At the core of these model…
Ising accelerator with a reconfigurable interferometric photonic processor
José Roberto Rausell-Campo, Nayem Al Kayed, Daniel Pérez-Lppez +3
The general-purpose programmable photonic processors offer a scalable and reconfigurable solution for a wide range of RF and optical applications. Therefore, implementing photonic…
Programmable 200 GOPS Hopfield-inspired photonic Ising machine
Nayem AL-Kayed, Charles St-Arnault, Hugh Morison +5
Ising machines offer a compelling approach to addressing NP-hard problems, but physical realizations that are simultaneously scalable, reconfigurable, fast, and stable remain elusi…
Fully analog end-to-end online training with real-time adaptibility on integrated photonic platform
Zhimu Guo, A. Aadhi, Adam N. McCaughan +4
Analog neuromorphic photonic processors are uniquely positioned to harness the ultrafast bandwidth and inherent parallelism of light, enabling scalability, on-chip integration and…