Questions tagged [quantum-computing]

For questions about how quantum computing can advance the development of AI. Note that general questions about quantum computing are off-topic.

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Is AlphaFold just making a good estimate of the protein structure?

In the news, DeepMind's AlphaFold is said to have solved the protein folding problem using neural networks, but isn't this a problem only optimised quantum computers can solve? To my limited ...
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1 vote
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Could a quantum computer perform vectorized forward propagation in deep networks?

Forward propagation in Deep Neural Networks In the "Forward Propagation in a Deep Network" video on Coursera, Andrew NG mentions that there's no way to avoid a for loop to loop through the ...
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3 votes
1 answer
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Are there any agents that are based on quantum computing?

Assuming the definition of an agent to be: An entity that perceives its environment, processes the perceived information, and acts on the environment such that some goal is fulfilled. Are there any ...
3 votes
1 answer
74 views

Are there any novel quantum machine learning algorithms that are fundamentally different from "classical" ones?

Generally, if one googles "quantum machine learning" or anything similar the general gist of the results is that quantum computing will greatly speed up the learning process of our "classical" machine ...
2 votes
1 answer
407 views

What is the difference between machine learning and quantum machine learning?

What is the difference between machine learning and quantum machine learning?
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4 votes
0 answers
43 views

Can there be applications of byzantine neural networks on quantum computers?

This question came after I connected 2 pieces of information : I recently listened to The Byzantine Generals’ Problem, Poisoning, and Distributed Machine Learning with El Mahdi El Mhamdi (Beneficial ...
2 votes
0 answers
105 views

How would a quantum computer potentially facilitate artificial consciousness, assuming it is possible?

How would a quantum computer potentially facilitate artificial consciousness, assuming it is possible?
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2 votes
1 answer
92 views

Can analog quantum computer implement real-valued neural networks and hence do hypercomputation?

It is said, that the essence of https://www.springer.com/us/book/9780817639495 "Neural Networks and Analog Computation. Beyond the Turing Limit" is that the continuous/physical/real-valued weights for ...
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6 votes
2 answers
3k views

Does a quantum computer resolve the halting problem and would that advance strong AI? [duplicate]

Have there been proposed extensions to go beyond a Turing machine that solve the halting problem and if so, would those proposed extensions have value to advance strong Artificial Intelligence? For ...
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1 vote
1 answer
106 views

What are the challenges for recognising the handwritten characters?

This 2014 article saying that a Chinese team of physicists have trained a quantum computer to recognise handwritten characters. Why did they have to use a quantum computer to do that? Is it just for ...
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45 votes
5 answers
2k views

To what extent can quantum computers help to develop Artificial Intelligence?

What aspects of quantum computers, if any, can help to further develop Artificial Intelligence?
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