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

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 ...

Deep learning and AI systems are steadily on the rise in terms of usage, thanks to their capability of automating complex computational tasks such as image recognition, computer vision, and natural ...

When it comes to neural network machine learning — recently popularized by artificial intelligence (AI) applications — a team of Bucknell University analytics researchers have found that less may be ...

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, ...