Quantization is a method of reducing the size of AI models so they can be run on more modest computers. The challenge is how to do this while still retaining as much of the model quality as possible, ...

It turns out the rapid growth of AI has a massive downside: namely, spiraling power consumption, strained infrastructure and runaway environmental damage. It’s clear the status quo won’t cut it ...

One of the most widely used techniques to make AI models more efficient, quantization, has limits — and the industry could be fast approaching them. In the context of AI, quantization refers to ...

Quantum mechanics is the field of physics governing the behavior of things on atomic scales, where things work very differently from our everyday world. One of the most direct manifestations of ...

This is a preview. Log in through your library . Abstract We study geometric quantization in connection with connected nilpotent Lie groups. First it is proved that the quantization map associated ...

Physicists have demonstrated size quantization of charge carriers, i.e. quantized conductance in nanoscale samples of graphene. Quantum mechanics is the field of physics governing the behavior of ...