Data processing: artificial intelligence – Neural network
Reexamination Certificate
2008-07-15
2008-07-15
Hirl, Joseph P (Department: 2129)
Data processing: artificial intelligence
Neural network
C706S016000, C706S924000
Reexamination Certificate
active
11754516
ABSTRACT:
In a method and apparatus for analyzing multivariable data sets, a general computerized platform is provided for evaluating the relationship between large number of measurements of sets of variables characterizing components of complex states of a system under induced stimulation or controlled conditions. The linked responses of variables and their temporal relations tell about the network of interactions and their hierarchy. Processing of data sets by a simple neural network gives a matrix of weight parameters, that allow to identify fingerprints of complex states characterized by patterns of measured variable and estimate the interactions between the components characterized by the measured variables. The results are provided numerically and by color-coded presentation indicating dominating relations between variables and strongly responding variables. When applied to dynamic responses of a system, the analysis can construct a schematic hierarchical architecture of the network of interaction between the components of the studied system. Applications in biology include analysis of measurements characterizing responses of molecular components in cells under changes induced by stimuli (e.g. drugs, growth factors, hormones, mutations or forced expression of a proteins), and identification of complex cellular states (e.g. proliferation, differentiation, transformation, starvation, necrosis, apoptosis, and the time dependencies of the above effects).
REFERENCES:
patent: 5777888 (1998-07-01), Rine et al.
patent: 5980096 (1999-11-01), Thalhammer-Reyero
patent: 6038338 (2000-03-01), Nguyen
patent: 6295514 (2001-09-01), Agrafiotis et al.
Kishan Mehrotra, Elements of Artificial Neural Networks, 1997, MIT, 46-47.
Bianco Paul D.
Fleit Martin
Fleit Gibbons Gutman Bongini & Bianco PL
Hirl Joseph P
Yeda Research and Development Co. Ltd.
LandOfFree
Method and apparatus for multivariable analysis of... does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Method and apparatus for multivariable analysis of..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Method and apparatus for multivariable analysis of... will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-3925205