In recent years, deep learning has proven to be an effective solution to many of the hard problems of artificial intelligence. But deep learning is also becoming increasingly expensive. Running deep ...

Computer science researchers have demonstrated that a widely used technique called neural network pruning can adversely affect the performance of deep learning models, detailed what causes these ...

Neural network pruning is a key technique for deploying artificial intelligence (AI) models based on deep neural networks (DNNs) on resource-constrained platforms, such as mobile devices. However, ...

Kanazawa, Japan - Artificial neural networks are machine learning systems that are composed of a large number of connected nodes called artificial neurons. Similar to the neurons in a biological brain ...

One of the seminal insights of artificial intelligence work in the past decade is that very large AI programs contain smaller sections within them that can do the work of the total program with less ...

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