Information processing apparatus, information processing...

Data processing: artificial intelligence – Neural network – Learning method

Reexamination Certificate

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Reexamination Certificate

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07840508

ABSTRACT:
An information processing apparatus includes a storage unit configured to store a node holding dynamics; an input-weight-coefficient adjuster configured to adjust input-weight coefficients on a dimension-by-dimension basis, the input-weight coefficients being weight coefficients for individual dimensions of input data input to input units of the node, the input data being observed time-series data having a plurality of dimensions; and an output-weight-coefficient adjuster configured to adjust output-weight coefficients on a dimension-by-dimension basis, the output-weight coefficients being weight coefficients for individual dimensions of output data having a plurality of dimensions and output from output units of the node.

REFERENCES:
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patent: 5673367 (1997-09-01), Buckley
patent: 10 283334 (1998-10-01), None
patent: 10 326265 (1998-12-01), None
Werbos, Paul J. “Backpropagation Through Time: What It Does and How to Do It”, Proceedings of the IEEE, vol. 78, No. 10, Oct. 1990.
Katsuki Minamino et al., “Voice Imitation based on self-organizing maps with HMMs”.

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