The concept known as the 'information bottleneck' is proposed as a theory to help explain why deep neural networks perform successfully.
Sources
- New Theory Cracks Open the Black Box of Deep Neural Networks (wired.com)
- https://www.quantamagazine.org/new-theory-cracks-open-the-black-box-of-deep-learning-20170921/ (quantamagazine.org)
- https://arxiv.org/abs/1503.02406 (arxiv.org)
- https://arxiv.org/pdf/1903.10563 (arxiv.org)
More in Technology
- The Antiproton Decelerator was built from the Antiproton Collector (AC).
- A study comparing SBLD configurations (using minimum, median, and maximum available data) to textual search used Wilcoxon signed-rank tests and the Vargha–Delaney measure of stochastic superiority.
- At the end of June 2023, the Netherlands announced restrictions on exporting deep ultraviolet (DUV) lithography machines to China.
- The term 'advanced persistent threat' can also refer to non-state-sponsored groups conducting large-scale targeted intrusions for specific goals.
- The article 'IC Failure Analysis: Magic, Mystery, and Science' was published in IEEE Design & Test, Volume 14, Issue 3.
- The monograph introduces an approach called the Atypical Signal Analysis and Processing (ASAP) schema for identifying atypical, out-of-the-ordinary behavior potentially related to terror activity.