Data processing: artificial intelligence – Neural network – Structure
Reexamination Certificate
2006-08-08
2006-08-08
Knight, Anthony (Department: 2121)
Data processing: artificial intelligence
Neural network
Structure
Reexamination Certificate
active
07089219
ABSTRACT:
An information processing apparatus includes a first recurrent neural network (RNN) for performing processing which corresponds to a time-series and a second RNN for processing another correlated time-series. The difference between a context set output by the first RNN and a context set output by the second RNN is computed by a subtractor, and the obtained difference is used as a prediction error. Backpropagation is performed based on the prediction error, thus determining a coefficient for each neuron of an output layer, an intermediate layer, and an input layer.
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Frommer William S.
Frommer & Lawrence & Haug LLP
Holmes Michael B.
Presson Thomas F.
Sony Corporation
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