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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. 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 ]

4. Jürgen Schmidhuber - Wikipedia

   en.wikipedia.org/wiki/Jürgen_Schmidhuber

   This led to the long short-term memory (LSTM), a type of recurrent neural network. The name LSTM was introduced in a tech report (1995) leading to the most cited LSTM publication (1997), co-authored by Hochreiter and Schmidhuber. [19] It was not yet the standard LSTM architecture which is used in almost all current applications.

5. PDF - Wikipedia

   en.wikipedia.org/wiki/PDF

   Interactive Forms is a mechanism to add forms to the PDF file format. PDF currently supports two different methods for integrating data and PDF forms. Both formats today coexist in the PDF specification: [37] [52] [53] [54] AcroForms (also known as Acrobat forms), introduced in the PDF 1.2 format specification and included in all later PDF ...

6. Sepp Hochreiter - Wikipedia

   en.wikipedia.org/wiki/Sepp_Hochreiter

   Hochreiter developed the long short-term memory (LSTM) neural network architecture in his diploma thesis in 1991 leading to the main publication in 1997. [3] [4] LSTM overcomes the problem of numerical instability in training recurrent neural networks (RNNs) that prevents them from learning from long sequences (vanishing or exploding gradient).

7. Why Does the Royal Family Open Their Presents on Christmas ...

   www.aol.com/lifestyle/why-does-royal-family-open...

   Back at Sandringham, the royal family gathers for a meal together at 8:30 p.m. on Christmas Eve, one that typically involves “something festive, some game — like pheasant or venison — and ...