Scientific Publications
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Speeding‐up pruning for Artificial Neural Networks: Introducing Accelerated Iterative Magnitude Pruning
Abstract: In recent years, Artificial Neural Networks (ANNs) pruning has become the focal point of…
Investigating Similarity Metrics for Convolutional Neural Networks in the Case of Unstructured Pruning
Abstract: Deep Neural Networks (DNNs) are essential tools of modern science and technology. The current…
Hierarchical nucleation in deep neural networks
Abstract Deep convolutional networks (DCNs) learn meaningful representations where data that share the same abstract…