3 papers
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.CV2025
OscNet v1.5: Energy Efficient Hopfield Network on CMOS Oscillators for Image Classification
Wenxiao Cai, Zongru Li, Iris Wang +2
Machine learning has achieved remarkable advancements but at the cost of significant computational resources. This has created an urgent need for a novel and energy-efficient compu…
cs.CV2025
OscNet: Machine Learning on CMOS Oscillator Networks
Wenxiao Cai, Thomas H. Lee
Machine learning and AI have achieved remarkable advancements but at the cost of significant computational resources and energy consumption. This has created an urgent need for a n…