GA, UNITED STATES, September 25, 2024 /EINPresswire.com/ -- This paper frames hardware-aware neural network pruning as a multi-objective optimization problem and ...

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 ...

Not everything in the brain is meant to last. As our brains assemble, trillions of neural connections have to be built or torn down at the right time and place. Otherwise, the seeds of disorders like ...

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 ...

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, ...