Multi-kernel neural network concurrent learning, monitoring, and forecasting system

Number of patents in Portfolio can not be more than 2000

United States of America Patent

PATENT NO 6216119
SERIAL NO

08974377

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A multi-kernel neural network computing architecture configured to learn correlations among feature values 34, 38 as the network monitors and imputes measured input values 30 and also predicts future output values 46. This computing architecture, referred to as a concurrent-learning information processor (CIP 10), includes a multi-kernel neural network array 14 with the capability to learn and predict in real time. The CIP 10 also includes a manager 16 and an input-output transducer 12 that may be used for input-output refinement. These components allow the computing capacity of the multi-kernel array 14 to be reassigned in response to measured performance or other factors. The output feature values 46 computed by the multi-kernel array 14 and processed by an output processor 44 of the transducer 12 are supplied to a response unit 18 that may be configured to perform a variety of monitoring, forecasting, and control operations in response to the computed output values. Important characteristics of the CIP 10, such as feature function specifications 35 and 49, connection specifications 42, learning weight schedules 55, and the like may be set by a technician through a graphical user interface 20. Refinement processes also allow the CIP 10 be reconfigured in accordance with user commands for application to different physical applications.

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Patent Owner(s)

Patent OwnerAddressTotal Patents
NETUITIVE, INC.RESTON, VA8

International Classification(s)

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Jannarone, Robert J Atlanta, GA 11 246

Cited Art Landscape

Patent Info (Count) # Cites Year
 
MINNESOTA MINING AND MANUFACTURING COMPANY (2)
* 5434927 Method and apparatus for machine vision classification and tracking 103 1993
* 5761326 Method and apparatus for machine vision classification and tracking 96 1995
 
Other [Check patent profile for assignment information] (2)
5469265 Method and apparatus for an optoelectronic smart structure interface with wavelength demodulation of laser sensors 48 1992
5408588 Artificial neural network method and architecture 91 1993
 
SHARP KABUSHIKI KAISHA (1)
5170463 Neuro-computer 25 1992
 
ROCKWELL AUTOMATION TECHNOLOGIES, INC. (1)
5282261 Neural network process measurement and control 253 1990
 
U.S. PHILIPS CORPORATION (1)
5241509 Arrangement of data cells and neural network system utilizing such an arrangement 10 1992
 
OLYMPUS OPTICAL CO., LTD. (1)
5253327 Optimization apparatus 21 1991
 
MOTOROLA, INC. (2)
5461696 Decision directed adaptive neural network 36 1992
5448684 Neural network, neuron, and method for recognizing a missing input valve 12 1993
 
HITACHI, LTD. (4)
5303385 Control system having optimality decision means 18 1990
5214743 Information processing apparatus 21 1990
5311421 Process control method and system for performing control of a controlled system by use of a neural network 180 1990
5313559 Method of and system for controlling learning in neural network 17 1992
 
Honeywell Inc. (1)
5396415 Neruo-pid controller 97 1992
 
The United States of America as represented by the Department of Health and Human Services (1)
5402522 Dynamically stable associative learning neural system 14 1993
 
MOTOROLA SOLUTIONS, INC. (1)
5430830 Adaptive weight adjusting circuit for an neural network 27 1994
 
MASSACHUSETTS INSTITUTE OF TECHNOLOGY (2)
* 5659692 Computer method and apparatus for video conferencing 113 1995
* 5793888 Machine learning apparatus and method for image searching 80 1997
 
The Trustees of the University of Pennsylvania (1)
5155802 General purpose neural computer 39 1990
 
TRUSTEES OF BOSTON UNIVERSITY (1)
5157738 Rapid category learning and recognition system 26 1990
 
STOVOKOR TECHNOLOGY LLC (2)
5253328 Neural-network content-addressable memory 21 1989
5113483 Neural network with semi-localized non-linear mapping of the input space 71 1990
 
ISTITUTO TRENTINO DI CULTURA A CORPORATION OF ITALY (1)
* 5416899 Memory based method and apparatus for computer graphics 59 1992
 
MITSUBISHI DENKI KABUSHIKI KAISHA (2)
5274746 Coupling element for semiconductor neural network device 17 1990
5479575 Self-organizing neural network for pattern classification 22 1994
 
KABUSHIKI KAISHA TOSHIBA (1)
5222194 Neural network with modification of neuron weights and reaction coefficient 13 1991
 
SCIENCE APPLICATIONS INTERNATIONAL CORPORATION (1)
5367612 Neurocontrolled adaptive process control system 105 1990
 
CITRIX SYSTEMS, INC. (1)
* 5892847 Method and apparatus for compressing images 178 1996
 
QINETIQ LIMITED (1)
5475793 Heuristic digital processor using non-linear transformation 24 1994
* Cited By Examiner

Patent Citation Ranking

Forward Cite Landscape

Patent Info (Count) # Cites Year
 
INTERNATIONAL BUSINESS MACHINES CORPORATION (1)
6644974 Educational process that produces deliverable document 1 2001
 
Other [Check patent profile for assignment information] (1)
7577626 Multi-scale radial basis function neural network 2 2006
 
VMWARE, INC. (9)
7707285 System and method for generating and using fingerprints for integrity management 1 2006
7467067 Self-learning integrity management system and related methods 13 2006
* 2008/0077,687 System and Method for Generating and Using Fingerprints for Integrity Management 3 2006
8631117 System and method for correlating fingerprints for automated intelligence 0 2008
* 2010/0046,809 System and Method For Correlating Fingerprints For Automated Intelligence 1 2008
8266279 System and method for generating and using fingerprints for integrity management 1 2010
* 2010/0131,645 SYSTEM AND METHOD FOR GENERATING AND USING FINGERPRINTS FOR INTEGRITY MANAGEMENT 1 2010
8060342 Self-learning integrity management system and related methods 2 2010
* 2010/0318,487 SELF-LEARNING INTEGRITY MANAGEMENT SYSTEM AND RELATED METHODS 5 2010
 
ROCKWELL AUTOMATION TECHNOLOGIES, INC. (2)
7054847 System and method for on-line training of a support vector machine 37 2001
* 2003/0033,587 System and method for on-line training of a non-linear model for use in electronic commerce 46 2002
 
NIELSEN MEDIA RESEARCH, INC. (1)
* 2008/0147,461 METHODS AND APPARATUS TO MONITOR CONSUMER ACTIVITY 32 2007
 
THE NIELSEN COMPANY (US), LLC (2)
8239277 Method, medium, and system to monitor shoppers in a retail or commercial establishment 6 2009
9269093 Methods and apparatus to monitor shoppers in a monitored environment 0 2012
 
GLOBALFOUNDRIES INC. (2)
* 8204719 Methods and systems for model-based management using abstract models 5 2003
* 2005/0049,901 Methods and systems for model-based management using abstract models 7 2003
 
BAE SYSTEMS PLC (1)
9367819 Sensor data processing 0 2012
 
CALIFORNIA INSTITUTE OF TECHNOLOGY (7)
6952687 Cognitive state machine for prosthetic systems 16 2002
* 2004/0006,264 Neural prosthetic micro system 96 2002
* 2005/0096,521 Cognitive state machine for prosthetic systems 3 2004
7826894 Cognitive control signals for neural prosthetics 9 2005
7797040 Prosthetic devices and methods and systems related thereto 1 2005
* 2006/0217,816 Prosthetic devices and methods and systems related thereto 3 2005
8768449 Prosthetic devices and methods and systems related thereto 0 2010
 
GO DADDY OPERATING COMPANY, LLC (2)
8719196 Methods for monitoring computer resources using a first and second matrix, and a feature relationship tree 0 2011
8600915 Systems for monitoring computer resources 2 2011
 
Brainlike, Inc. (1)
* 7877337 Auto-adaptive network for sensor data processing and forecasting 0 2007
 
Diring Software (1)
* 2004/0039,728 Method and system for monitoring distributed systems 45 2003
 
BATTELLE MEMORIAL INSTITUTE (2)
7206670 Energy management system for controlling energy supplied to a set of customer buildings 87 2004
* 2005/0102,068 Energy management system 13 2004
 
RIVERBED TECHNOLOGY, INC. (5)
6968540 Software instrumentation method and apparatus 56 2001
* 2002/0049,963 Software instrumentation method and apparatus 12 2001
7076695 System and methods for adaptive threshold determination for performance metrics 111 2002
* 2003/0079,160 System and methods for adaptive threshold determination for performance metrics 25 2002
7219034 System and methods for display of time-series data distribution 24 2002
 
MICROSOFT TECHNOLOGY LICENSING, LLC (2)
7624174 Self-learning method and system for detecting abnormalities 3 2003
* 2005/0125,710 Self-learning method and system for detecting abnormalities 9 2003
 
NOKIO MOBILE PHONES LIMTED (1)
* 2003/0028,353 Production pattern-recognition artificial neural net (ANN) with event-response expert system (ES)--yieldshieldTM 3 2001
 
SHOPPERTRAK RCT CORPORATION (1)
* 7415510 System for indexing pedestrian traffic 11 2000
 
Walt Disney Parks and Resorts (1)
* 2002/0107,720 Automated system and method of forecasting demand 11 2001
 
Certagon Ltd. (2)
* 2005/0216,241 Method and apparatus for gathering statistical measures 6 2005
* 2006/0026,467 Method and apparatus for automatically discovering of application errors as a predictive metric for the functional health of enterprise applications 18 2005
 
CITRIX SYSTEMS, INC. (10)
8001527 Automated root cause analysis of problems associated with software application deployments 74 2005
7996814 Application model for automated management of software application deployments 54 2005
7954090 Systems and methods for detecting behavioral features of software application deployments for automated deployment management 56 2005
7900201 Automated remedying of problems in software application deployments 46 2005
7870550 Systems and methods for automated management of software application deployments 29 2005
7865888 Systems and methods for gathering deployment state for automated management of software application deployments 85 2005
7788536 Automated detection of problems in software application deployments 98 2005
7490073 Systems and methods for encoding knowledge for automated management of software application deployments 108 2005
8170975 Encoded software management rules having free logical variables for input pattern matching and output binding substitutions to supply information to remedies for problems detected using the rules 9 2008
8180724 Systems and methods for encoding knowledge for automated management of software application deployments 12 2008
 
Netuitive, Inc. (2)
* 6876988 Enhanced computer performance forecasting system 64 2001
* 2002/0049,687 Enhanced computer performance forecasting system 41 2001
 
VANDERBILT UNIVERSITY (1)
* 2006/0253,223 Robotic trajectories using behavior superposition 3 2006
 
NETSCOUT SYSTEMS, INC. (5)
7031884 System and method for analyzing data streams 6 2002
7133808 System and method for analyzing data streams 5 2005
* 2006/0161,402 System and method for analyzing data streams 0 2005
7415390 System and method for analyzing data streams 3 2006
* 2007/0203,674 SYSTEM AND METHOD FOR ANALYZING DATA STREAMS 0 2006
* Cited By Examiner