Computer Sciences

Study identifies a universal property for efficient communication

Words categorize the semantic fields they refer to in ways that maximize communication accuracy while minimizing complexity. Recent studies have shown that human languages are optimally balanced between accuracy and complexity. ...

Computer Sciences

Deep learning networks prefer the human voice—just like us

The digital revolution is built on a foundation of invisible 1s and 0s called bits. As decades pass, and more and more of the world's information and knowledge morph into streams of 1s and 0s, the notion that computers prefer ...

Machine learning & AI

Artificial intelligence that more closely mimics the mind

For all the progress that's been made in the field of artificial intelligence, the world's most flexible, efficient information processor remains the human brain. Although we can quickly make decisions based on incomplete ...

Computer Sciences

New approach found for energy-efficient AI applications

Most new achievements in artificial intelligence (AI) require very large neural networks. They consist of hundreds of millions of neurons arranged in several hundred layers, i.e. they have very 'deep' network structures. ...

Computer Sciences

How to each AI decision-making skills and common sense: Play games

Humans are highly adaptable creatures. Whether it be learning from past experience or understanding social expectations, we move from one situation to another with ease. For artificial intelligence, adapting to new situations ...

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