Notices of the American Mathematical Society

For issues spanning 1954 to 2015, the complete Tables of Contents (TOCs) are fully accessible only by downloading the entire issue in PDF format. From 2016 onwards, the availability and detail of TOCs have significantly improved.

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Featured Articles and Invitations from the AMS

A Feeling for Khovanov Homology

Andrew Lobb

The purpose of this article is to give the casual reader a feeling for Khovanov homology. To achieve our ends we will approach Khovanov homology from several different directions and record what we see.

Differential Equations for Continuous-Time Deep Learning

Lars Ruthotto

Using examples from machine learning and applied mathematics, we will see how continuous-depth neural network architectures, defined by ODEs, can provide new insights into deep learning and a foundation for more efficient algorithms.

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