Intelligent control with hierarchical stacked neural networks

Details Intelligent control with hierarchical stacked neural networks Intelligent control with hierarchical stacked neural networks

2006-12-19

2006-12-19

Patel, Ramesh (Department: 2121)

Data processing: artificial intelligence

Neural network

Learning task

C706S020000

Reexamination Certificate

active

07152051

ABSTRACT:
An intelligent control system based on an explicit model of cognitive development (Table 1) performs high-level functions. It comprises up to O hierarchically stacked neural networks, Nm, . . . , Nm+(O−1), where m denotes the stage/order tasks performed in the first neural network, Nm, and O denotes the highest stage/order tasks performed in the highest-level neural network. The type of processing actions performed in a network, Nm, corresponds to the complexity for stage/order m. Thus N1performs tasks at the level corresponding to stage/order 1. N5processes information at the level corresponding to stage/order 5. Stacked neural networks begin and end at any stage/order, but information must be processed by each stage in ascending order sequence. Stages/orders cannot be skipped. Each neural network in a stack may use different architectures, interconnections, algorithms, and training methods, depending on the stage/order of the neural network and the type of intelligent control system implemented.

REFERENCES:
patent: 5040214 (1991-08-01), Grossberg et al.
patent: 5845048 (1998-12-01), Masumoto
patent: 5917891 (1999-06-01), Will
patent: 6028626 (2000-02-01), Aviv
patent: 6236736 (2001-05-01), Crabtree et al.
patent: 6785647 (2004-08-01), Hutchison
patent: 2003/0167153 (2003-09-01), Alexander
patent: 2003/0167454 (2003-09-01), Iordanov et al.
patent: 2003/0174831 (2003-09-01), Dezonno et al.
patent: 2003/0227382 (2003-12-01), Breed
patent: 2005/0043857 (2005-02-01), Van Fleet

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