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Can artificial intelligence benefit from quantum computing?
The key to success is to translate our real-world problems into quantum language. It’s predicted that artificial intelligence, and in particular machine learning, can benefit from advances in quantum computing technology, and will continue to do so, even before a full quantum computing solution is available.
What is NISQ in quantum computing?
They’ve already come up with a new acronym: NISQ, for Noisy Intermediate-Scale Quantum Computing. Researchers still loosely define the term, roughly describing a NISQ computer as one that doesn’t have “full-blown error correction,” says quantum algorithm researcher Kristan Temme of IBM.
Is quantum computing the answer to AI?
But quantum computing as its own version of this: the quantum bit or qubit. One of the fertile areas for quantum computing is AI (Artificial Intelligence), which relies on processing huge amounts of complex datasets. There is also a need to evolve algorithms to allow for better learning, reasoning and understanding.
Is the nisq era of quantum computing here?
Quantum computing in the NISQ era is here right now. We’ve already seen a tantalizing demonstration of “Quantum supremacy” where a small quantum computer solves a problem that for all practical purposes is impossible for a regular machine. Unfortunately it isn’t a problem anyone actually wanted to solve for some commercial or scientific end.
What is meant by ” noisy intermediate-scale quantum ” ( nisq )?
Preskill coined the term ‘ Noisy Intermediate-Scale Quantum ‘ to describe this era. Noisy because we don’t have enough qubits to spare for error correction, and so we’ll need to directly use the imperfect qubits at the physical layer. And ‘Intermediate-Scale’ because of their small (but not too small) qubit number.
Are there any problems with the nisq era?
The NISQ era and beyond We know that noise and decoherence are major problems for quantum computers. Even leveraging the power of quantum firmware, error will limit the scale of machine we can build.
What do you mean by fault tolerant quantum computer?
When we talk about quantum computers, we usually mean fault-tolerant devices. These will be able to run Shor’s algorithm for factoring, as well as all the other algorithms that have been developed over the years.