Welcome. This repository contains the data and scripts which comprise the Numenta Anomaly Benchmark (NAB) v1.1. NAB is a novel benchmark for evaluating algorithms for anomaly detection in streaming, ...
For additional results and analyses, including the impact of pre-training, number of training subjects, normalization effects, and other key findings, please refer to our full paper. Here, "root" ...
Abstract: If diabetic retinopathy is not identified and treated right away, it is a dangerous side effect of diabetes that will cause blindness. In this work, we investigate novel deep learning (DL) ...
Most work in the neurosciences collapses data from multiple subjects to obtain robust statistical results, which ignores that even in healthy subjects brain structure and function are known to be ...
The ability to predict complex human phenotypes, including common disease risks, from DNA alone, is an important advance in genomics and biological science 1,2. Sibling comparisons are a powerful ...
Magnetoencephalography and electroencephalography (M/EEG) measure the weak electromagnetic signals generated by neuronal activity in the brain. Using these signals to characterize and locate neural ...
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