It’s tempting just to replicate all databases in the cloud, but it’s a much better approach to get your data house in order as part of the move. Last week I discussed database normalization as a best ...

The normalization of RNA-seq data is essential for accurate downstream inference, but the assumptions upon which most normalization methods are based are not applicable in the single-cell setting.

Instead, the present technology provides a unique system that combines artificial intelligence (AI), machine learning, and natural language processing with expert analysis. In this way, the present ...

Dr. James McCaffrey of Microsoft Research uses a full code sample and screenshots to show how to programmatically normalize numeric data for use in a machine learning system such as a deep neural ...

Normalization computes a ratio between the response of an individual neuron and the summed activity of a pool of neurons. The normalization model was developed to explain responses in the primary ...