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US 2014/0006471 A1Published application
Dynamic asynchronous modular feed-forward architecture, system, and method
OwnerHoria Margaritinventor
Life of this patent
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Abstract
Embodiments of architecture, systems, and methods for minimizing costs and errors in a feed-forward network receiving sparse or correlated data are described herein. Other embodiments may be described and claimed.
Claims20
A dynamic feed-forward system, comprising:
- at least one data processing layer, each data processing layer including at least one data processing module, each data processing module generating an output vector from a sum of a weighted input data vector, each data processing layer receiving an input data vector and generating at least one output vector;
- and
- a data processing module input weighting module for determining the weights to be applied to each input vector of each data processing module of the at least one data processing layer, the input weighting module modifying applied weights when the input vector received by the at least one data processing layer is sparse.
A dynamic feed-forward system, comprising:
- at least one data processing layer, each data processing layer including at least one data processing module, each data processing module generating an output vector from a sum of a weighted input data vector, each data processing layer receiving an input data vector and generating at least one output vector;
- and
- a data processing module input weighting module for determining the weights to be applied to each input vector of each data processing module of the at least one data processing layer based on the correlation between input data vector received at each data processing layer.
Dependencies are inferred from the claim text.