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cs.ET2026
Generative Models on Analog Hardware with Dynamics
Yu-Neng Wang, Sara Achour
Analog hardware platforms such as coupled oscillators and Analog Ising Machines naturally solve differential equations at a fraction of the energy cost of digital computation, maki…
cs.ET2025
Oscillator Formulations of Many NP Problems
Wenxiao Cai, Zongru Li, Yu-Neng Wang +2
Efficiently optimizing Nondeterministic Polynomial time (NP) problems in polynomial time has profound implications in many domains. CMOS oscillator networks have been shown to be e…
cs.ET2024
Shem: A Hardware-Aware Optimization Framework for Analog Computing Systems
Yu-Neng Wang, Sara Achour
As the demand for efficient data processing escalates, reconfigurable analog hardware which implements novel analog compute paradigms, is promising for energy-efficient computing a…