View source for 20250173573. Recurrent Neural Network Training (Arm Limited)

= RECURRENT NEURAL NETWORK TRAINING WITH HISTORY =

'''Abstract''':
a persistent history buffer may be maintained in training a recurrent neural network such that information from at least one prior group of sequential training parameters within a training sequence is maintained for a subsequent group of training parameters. the persistent history buffer may be provided as an input to the recurrent neural network, and may store a history of a state of the recurrent neural network such as an input, an output and/or the state of a hidden layer. the persistent history buffer may be reset at the end of a sequence of input training parameters, which in a further example may span training input windows and/or batches.

'''Inventor(s)''': [[:Category:Ridhwanul Haque of Manchester  GB|Ridhwanul Haque]], [[:Category:Liam James O'Neil of Bedale  GB|Liam James O'Neil]], [[:Category:Yanxiang Wang of Manchester  GB|Yanxiang Wang]], [[:Category:Joshua James Sowerby of London  GB|Joshua James Sowerby]], [[:Category:Maxim Novikov of Sale  GB|Maxim Novikov]]

'''CPC Classification''': [[:Category:CPC_G06N3/084|G06N3/084]] (Backpropagation, e.g. using gradient descent)


[[Category:Patent Applications]]
[[Category:Arm Limited]]
[[Category:CPC_G06N3/084]]
[[Category:Ridhwanul Haque of Manchester  GB]]
[[Category:Liam James O'Neil of Bedale  GB]]
[[Category:Yanxiang Wang of Manchester  GB]]
[[Category:Joshua James Sowerby of London  GB]]
[[Category:Maxim Novikov of Sale  GB]]

[https://wikipatents.org/index.php?search=20250173573+rejection&title=Special%3ASearch&wprov=acrw1_-1 Search for rejections for patent application number 20250173573]


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