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2. Long short-term memory - Wikipedia

   en.wikipedia.org/wiki/Long_short-term_memory

   Long short-term memory (LSTM) [1] is a type of recurrent neural network (RNN) aimed at mitigating the vanishing gradient problem [2] commonly encountered by traditional RNNs. Its relative insensitivity to gap length is its advantage over other RNNs, hidden Markov models , and other sequence learning methods.

3. List of Microsoft Office filename extensions - Wikipedia

   en.wikipedia.org/wiki/List_of_Microsoft_Office...

   Office Open XML (OOXML) format was introduced with Microsoft Office 2007 and became the default format of Microsoft Word ever since. Pertaining file extensions include:.docx – Word document.docm – Word macro-enabled document; same as docx, but may contain macros and scripts.dotx – Word template.dotm – Word macro-enabled template; same ...

4. Time aware long short-term memory - Wikipedia

   en.wikipedia.org/wiki/Time_aware_long_short-term...

   Time Aware LSTM (T-LSTM) is a long short-term memory (LSTM) unit capable of handling irregular time intervals in longitudinal patient records. T-LSTM was developed by researchers from Michigan State University, IBM Research, and Cornell University and was first presented in the Knowledge Discovery and Data Mining (KDD) conference. [1]

5. Template (file format) - Wikipedia

   en.wikipedia.org/wiki/Template_(file_format)

   For example, the word processing application Microsoft Word uses different file extensions for documents and templates: In Word 2003 the file extension .dot is used to indicate a template, in contrast to .doc for a standard document. In Word 2007 and later versions, it's .dotx, instead of .docx for documents.

6. Transformer (deep learning architecture) - Wikipedia

   en.wikipedia.org/wiki/Transformer_(deep_learning...

   A key breakthrough was LSTM (1995), [note 1] a RNN which used various innovations to overcome the vanishing gradient problem, allowing efficient learning of long-sequence modelling. One key innovation was the use of an attention mechanism which used neurons that multiply the outputs of other neurons, so-called multiplicative units . [ 13 ]

7. 4 Things Doctors Recommend to Get Over the Stomach Bug Fast - AOL

   www.aol.com/4-things-doctors-recommend-over...

   Cases of norovirus, a.k.a. the stomach bug, are surging in the U.S. right now. There is no specific medication to treat norovirus. Doctors share tips for feeling better, sooner. The U.S. is seeing ...

8. Looking for a Healthy New Year Recipe? Try This Scrumptious ...

   www.aol.com/looking-healthy-recipe-try...

   Get ready to meet our Mediterranean bowl: a delicious, nutritious, no-nonsense, healthy bowl recipe to save your busy weeknights and satisfy a growling belly. Our Mediterranean bowl recipe is ...

9. Office Open XML file formats - Wikipedia

   en.wikipedia.org/wiki/Office_Open_XML_file_formats

   A basic package contains an XML file called [Content_Types].xml at the root, along with three directories: _rels, docProps, and a directory specific for the document type (for example, in a .docx word processing package, there would be a word directory). The word directory contains the document.xml file which is the core content of the document.