Through innovative use of a neural ... report teaching a type of machine learning algorithm known as a deep neural network to recognize images of numbers from the pattern of speckles they create ...

Machine learning frameworks use ... patterns and are widely used for speech recognition, natural language processing, image recognition, consumer behavior, and financial predictions. The technique ...

Machine-learning algorithms use statistics to find patterns in massive* amounts of data. And data, here, encompasses a lot of things—numbers, words, images ... it uses a technique that gives ...

[Click on image for larger view ... Unlike many machine learning techniques, t-SNE visualization does not require you to normalize the source data. Source data can be normalized, typically using ...

Using deep learning, a type of machine learning, researchers used the technique ... the patterns in the tissue samples. They trained and tested the network using about 26,000 OCT images acquired ...

For example, the technique learned the characteristic gene-expression patterns that appear ... through the use of unsupervised machine-learning, to find completely new things in biology that ...