96 citations · 108 across the 5 of their papers we have counts for
5 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…
Learning State-Tracking from Code Using Linear RNNs
Julien Siems, Riccardo Grazzi, Korbinian Pöppel +3
Over the last years, state-tracking tasks, particularly permutation composition, have become a testbed to understand the limits of sequence models architectures like Transformers a…
Implicit Language Models are RNNs: Balancing Parallelization and Expressivity
Mark Schöne, Babak Rahmani, Heiner Kremer +3
State-space models (SSMs) and transformers dominate the language modeling landscape. However, they are constrained to a lower computational complexity than classical recurrent neur…
Analog Iterative Machine (AIM): using light to solve quadratic optimization problems with mixed variables
Kirill P. Kalinin, George Mourgias-Alexandris, Hitesh Ballani +9
Solving optimization problems is challenging for existing digital computers and even for future quantum hardware. The practical importance of diverse problems, from healthcare to f…
Ultrafast optical circuit switching for data centers using integrated soliton microcombs
Arslan Sajid Raja, Sophie Lange, Maxim Karpov +13
Networks inside current data centers comprise a hierarchy of power-hungry electronic packet switches interconnected via optical fibers and transceivers. As the scaling of such elec…