271 citations · 346 across the 13 of their papers we have counts for
3 papers · 1 filter
The hardware is the software
Jeremie Laydevant, Logan G. Wright, Tianyu Wang +1
Human brains and bodies are not hardware running software: the hardware is the software. We reason that because the microscopic physics of artificial-intelligence hardware and of h…
Quantum-limited stochastic optical neural networks operating at a few quanta per activation
Shi-Yuan Ma, Tianyu Wang, Jérémie Laydevant +2
Energy efficiency in computation is ultimately limited by noise, with quantum limits setting the fundamental noise floor. Analog physical neural networks hold promise for improved…
Optical Transformers
Maxwell G. Anderson, Shi-Yuan Ma, Tianyu Wang +2
The rapidly increasing size of deep-learning models has caused renewed and growing interest in alternatives to digital computers to dramatically reduce the energy cost of running s…