DE69427524T2 - Verfahren und anlage zur eingangsdatenvorverarbeitung fur ein neuronales netzwerk - Google Patents

Verfahren und anlage zur eingangsdatenvorverarbeitung fur ein neuronales netzwerk

Info

Publication number
DE69427524T2
DE69427524T2 DE69427524T DE69427524T DE69427524T2 DE 69427524 T2 DE69427524 T2 DE 69427524T2 DE 69427524 T DE69427524 T DE 69427524T DE 69427524 T DE69427524 T DE 69427524T DE 69427524 T2 DE69427524 T2 DE 69427524T2
Authority
DE
Germany
Prior art keywords
input data
data preprocessing
neuronal network
neuronal
network
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Lifetime
Application number
DE69427524T
Other languages
English (en)
Other versions
DE69427524D1 (de
Inventor
David Keeler
J Hartman
A O'hara
L Kempf
B Godbole
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Rockwell Automation Pavilion Inc
Original Assignee
Pavilion Technologies Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=21730141&utm_source=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=DE69427524(T2) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Pavilion Technologies Inc filed Critical Pavilion Technologies Inc
Application granted granted Critical
Publication of DE69427524D1 publication Critical patent/DE69427524D1/de
Publication of DE69427524T2 publication Critical patent/DE69427524T2/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/17Function evaluation by approximation methods, e.g. inter- or extrapolation, smoothing, least mean square method
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/047Probabilistic or stochastic networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/049Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
DE69427524T 1993-01-25 1994-01-25 Verfahren und anlage zur eingangsdatenvorverarbeitung fur ein neuronales netzwerk Expired - Lifetime DE69427524T2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US08/008,170 US5729661A (en) 1992-11-24 1993-01-25 Method and apparatus for preprocessing input data to a neural network
PCT/US1994/000910 WO1994017482A1 (en) 1993-01-25 1994-01-25 Method and apparatus for preprocessing input data to a neural network

Publications (2)

Publication Number Publication Date
DE69427524D1 DE69427524D1 (de) 2001-07-26
DE69427524T2 true DE69427524T2 (de) 2002-03-28

Family

ID=21730141

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69427524T Expired - Lifetime DE69427524T2 (de) 1993-01-25 1994-01-25 Verfahren und anlage zur eingangsdatenvorverarbeitung fur ein neuronales netzwerk

Country Status (6)

Country Link
US (1) US5729661A (de)
EP (1) EP0680637B1 (de)
AU (1) AU6232194A (de)
CA (1) CA2153783A1 (de)
DE (1) DE69427524T2 (de)
WO (1) WO1994017482A1 (de)

Families Citing this family (97)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6212508B1 (en) * 1994-09-15 2001-04-03 Siemens Aktiengesellschaft Process and arrangement for conditioning an input variable of a neural network
DE19513066A1 (de) * 1995-04-07 1996-10-10 Philips Patentverwaltung Schaltungsanordnung zum Prüfen des Anschlusses einer Tonwiedergabevorrichtung an eine Tonsignalquelle
US5768475A (en) * 1995-05-25 1998-06-16 Pavilion Technologies, Inc. Method and apparatus for automatically constructing a data flow architecture
US6314414B1 (en) 1998-10-06 2001-11-06 Pavilion Technologies, Inc. Method for training and/or testing a neural network with missing and/or incomplete data
US6975219B2 (en) * 2001-03-01 2005-12-13 Fisher-Rosemount Systems, Inc. Enhanced hart device alerts in a process control system
US8044793B2 (en) * 2001-03-01 2011-10-25 Fisher-Rosemount Systems, Inc. Integrated device alerts in a process control system
US6611735B1 (en) 1999-11-17 2003-08-26 Ethyl Corporation Method of predicting and optimizing production
AU2001238078A1 (en) 2000-02-11 2001-08-20 Stone And Webster Process Technology, Inc. Heat and material balance method of process control for petrochemical plants andoil refineries
WO2002003152A2 (en) * 2000-06-29 2002-01-10 Aspen Technology, Inc. Computer method and apparatus for constraining a non-linear approximator of an empirical process
US7031950B2 (en) * 2000-12-14 2006-04-18 Siemens Corporate Research, Inc. Method and apparatus for providing a virtual age estimation for remaining lifetime prediction of a system using neural networks
US20030028415A1 (en) * 2001-01-19 2003-02-06 Pavilion Technologies, Inc. E-commerce system using modeling of inducements to customers
EP1366398A2 (de) 2001-03-01 2003-12-03 Fisher-Rosemount Systems, Inc. Automatische generierung und verfolgung von arbeitsantrag /teilenbestellung
US8073967B2 (en) 2002-04-15 2011-12-06 Fisher-Rosemount Systems, Inc. Web services-based communications for use with process control systems
US6954713B2 (en) * 2001-03-01 2005-10-11 Fisher-Rosemount Systems, Inc. Cavitation detection in a process plant
US6795798B2 (en) 2001-03-01 2004-09-21 Fisher-Rosemount Systems, Inc. Remote analysis of process control plant data
US7720727B2 (en) * 2001-03-01 2010-05-18 Fisher-Rosemount Systems, Inc. Economic calculations in process control system
US7389204B2 (en) * 2001-03-01 2008-06-17 Fisher-Rosemount Systems, Inc. Data presentation system for abnormal situation prevention in a process plant
US20020191102A1 (en) * 2001-05-31 2002-12-19 Casio Computer Co., Ltd. Light emitting device, camera with light emitting device, and image pickup method
US7162534B2 (en) * 2001-07-10 2007-01-09 Fisher-Rosemount Systems, Inc. Transactional data communications for process control systems
US6941301B2 (en) * 2002-01-18 2005-09-06 Pavilion Technologies, Inc. Pre-processing input data with outlier values for a support vector machine
US20030140023A1 (en) * 2002-01-18 2003-07-24 Bruce Ferguson System and method for pre-processing input data to a non-linear model for use in electronic commerce
US7020642B2 (en) * 2002-01-18 2006-03-28 Pavilion Technologies, Inc. System and method for pre-processing input data to a support vector machine
US20030149603A1 (en) * 2002-01-18 2003-08-07 Bruce Ferguson System and method for operating a non-linear model with missing data for use in electronic commerce
US7231555B2 (en) * 2002-08-22 2007-06-12 Agilent Technologies, Inc. Method and apparatus to coordinate groups of heterogeneous measurements
US7600234B2 (en) * 2002-12-10 2009-10-06 Fisher-Rosemount Systems, Inc. Method for launching applications
US8935298B2 (en) 2002-12-30 2015-01-13 Fisher-Rosemount Systems, Inc. Integrated navigational tree importation and generation in a process plant
US7493310B2 (en) 2002-12-30 2009-02-17 Fisher-Rosemount Systems, Inc. Data visualization within an integrated asset data system for a process plant
US7152072B2 (en) 2003-01-08 2006-12-19 Fisher-Rosemount Systems Inc. Methods and apparatus for importing device data into a database system used in a process plant
US20040158474A1 (en) * 2003-02-06 2004-08-12 Karschnia Robert J. Service facility for providing remote diagnostic and maintenance services to a process plant
US7953842B2 (en) 2003-02-19 2011-05-31 Fisher-Rosemount Systems, Inc. Open network-based data acquisition, aggregation and optimization for use with process control systems
US7103427B2 (en) 2003-02-28 2006-09-05 Fisher-Rosemont Systems, Inc. Delivery of process plant notifications
US6915235B2 (en) * 2003-03-13 2005-07-05 Csi Technology, Inc. Generation of data indicative of machine operational condition
US7634384B2 (en) 2003-03-18 2009-12-15 Fisher-Rosemount Systems, Inc. Asset optimization reporting in a process plant
US20040230328A1 (en) * 2003-03-21 2004-11-18 Steve Armstrong Remote data visualization within an asset data system for a process plant
US7299415B2 (en) * 2003-06-16 2007-11-20 Fisher-Rosemount Systems, Inc. Method and apparatus for providing help information in multiple formats
US7030747B2 (en) * 2004-02-26 2006-04-18 Fisher-Rosemount Systems, Inc. Method and system for integrated alarms in a process control system
US7079984B2 (en) * 2004-03-03 2006-07-18 Fisher-Rosemount Systems, Inc. Abnormal situation prevention in a process plant
US7676287B2 (en) * 2004-03-03 2010-03-09 Fisher-Rosemount Systems, Inc. Configuration system and method for abnormal situation prevention in a process plant
US7515977B2 (en) * 2004-03-30 2009-04-07 Fisher-Rosemount Systems, Inc. Integrated configuration system for use in a process plant
US20050267709A1 (en) * 2004-05-28 2005-12-01 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a heater
US7536274B2 (en) * 2004-05-28 2009-05-19 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a heater
WO2005124491A1 (en) 2004-06-12 2005-12-29 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a process gain of a control loop
US20060047607A1 (en) * 2004-08-27 2006-03-02 Boyden Scott A Maximizing profit and minimizing losses in controlling air pollution
US7634417B2 (en) * 2004-08-27 2009-12-15 Alstom Technology Ltd. Cost based control of air pollution control
US7117046B2 (en) * 2004-08-27 2006-10-03 Alstom Technology Ltd. Cascaded control of an average value of a process parameter to a desired value
US7113835B2 (en) * 2004-08-27 2006-09-26 Alstom Technology Ltd. Control of rolling or moving average values of air pollution control emissions to a desired value
US7323036B2 (en) * 2004-08-27 2008-01-29 Alstom Technology Ltd Maximizing regulatory credits in controlling air pollution
US7536232B2 (en) * 2004-08-27 2009-05-19 Alstom Technology Ltd Model predictive control of air pollution control processes
US7522963B2 (en) * 2004-08-27 2009-04-21 Alstom Technology Ltd Optimized air pollution control
US7181654B2 (en) * 2004-09-17 2007-02-20 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a reactor
US20060184462A1 (en) * 2004-12-10 2006-08-17 Hawkins Jeffrey C Methods, architecture, and apparatus for implementing machine intelligence and hierarchical memory systems
US7421348B2 (en) * 2005-03-18 2008-09-02 Swanson Brian G Predictive emissions monitoring method
US8768664B2 (en) * 2005-03-18 2014-07-01 CMC Solutions, LLC. Predictive emissions monitoring using a statistical hybrid model
US9201420B2 (en) 2005-04-08 2015-12-01 Rosemount, Inc. Method and apparatus for performing a function in a process plant using monitoring data with criticality evaluation data
US8005647B2 (en) 2005-04-08 2011-08-23 Rosemount, Inc. Method and apparatus for monitoring and performing corrective measures in a process plant using monitoring data with corrective measures data
US7536364B2 (en) * 2005-04-28 2009-05-19 General Electric Company Method and system for performing model-based multi-objective asset optimization and decision-making
US20060247798A1 (en) * 2005-04-28 2006-11-02 Subbu Rajesh V Method and system for performing multi-objective predictive modeling, monitoring, and update for an asset
US7689592B2 (en) * 2005-08-11 2010-03-30 International Business Machines Corporation Method, system and program product for determining objective function coefficients of a mathematical programming model
US7272531B2 (en) * 2005-09-20 2007-09-18 Fisher-Rosemount Systems, Inc. Aggregation of asset use indices within a process plant
EP1934719A2 (de) * 2005-09-20 2008-06-25 Sterna Technologies (2005) Ltd. Verfahren und system zum verwalten von daten und organisatorischen einschränkungen
US8732098B2 (en) 2006-02-10 2014-05-20 Numenta, Inc. Hierarchical temporal memory (HTM) system deployed as web service
US20070192267A1 (en) 2006-02-10 2007-08-16 Numenta, Inc. Architecture of a hierarchical temporal memory based system
US20080208966A1 (en) * 2007-02-28 2008-08-28 Numenta, Inc. Hierarchical Temporal Memory (HTM) System Deployed as Web Service
US7912676B2 (en) * 2006-07-25 2011-03-22 Fisher-Rosemount Systems, Inc. Method and system for detecting abnormal operation in a process plant
US8145358B2 (en) * 2006-07-25 2012-03-27 Fisher-Rosemount Systems, Inc. Method and system for detecting abnormal operation of a level regulatory control loop
US7657399B2 (en) * 2006-07-25 2010-02-02 Fisher-Rosemount Systems, Inc. Methods and systems for detecting deviation of a process variable from expected values
US8606544B2 (en) 2006-07-25 2013-12-10 Fisher-Rosemount Systems, Inc. Methods and systems for detecting deviation of a process variable from expected values
EP2057517B1 (de) * 2006-09-28 2013-06-12 Fisher-Rosemount Systems, Inc. Vorbeugung einer abnormalen situation in einem wärmeaustauscher
US7917240B2 (en) * 2006-09-29 2011-03-29 Fisher-Rosemount Systems, Inc. Univariate method for monitoring and analysis of multivariate data
US20080188972A1 (en) * 2006-10-11 2008-08-07 Fisher-Rosemount Systems, Inc. Method and System for Detecting Faults in a Process Plant
US8032340B2 (en) 2007-01-04 2011-10-04 Fisher-Rosemount Systems, Inc. Method and system for modeling a process variable in a process plant
US8032341B2 (en) * 2007-01-04 2011-10-04 Fisher-Rosemount Systems, Inc. Modeling a process using a composite model comprising a plurality of regression models
US7827006B2 (en) * 2007-01-31 2010-11-02 Fisher-Rosemount Systems, Inc. Heat exchanger fouling detection
WO2008106615A1 (en) 2007-02-28 2008-09-04 Numenta, Inc. Spatio-temporal learning algorithms in hierarchical temporal networks
US10410145B2 (en) * 2007-05-15 2019-09-10 Fisher-Rosemount Systems, Inc. Automatic maintenance estimation in a plant environment
US8095480B2 (en) * 2007-07-31 2012-01-10 Cornell Research Foundation, Inc. System and method to enable training a machine learning network in the presence of weak or absent training exemplars
US8301676B2 (en) * 2007-08-23 2012-10-30 Fisher-Rosemount Systems, Inc. Field device with capability of calculating digital filter coefficients
US7702401B2 (en) 2007-09-05 2010-04-20 Fisher-Rosemount Systems, Inc. System for preserving and displaying process control data associated with an abnormal situation
US9323247B2 (en) 2007-09-14 2016-04-26 Fisher-Rosemount Systems, Inc. Personalized plant asset data representation and search system
US8055479B2 (en) 2007-10-10 2011-11-08 Fisher-Rosemount Systems, Inc. Simplified algorithm for abnormal situation prevention in load following applications including plugged line diagnostics in a dynamic process
US8407166B2 (en) * 2008-06-12 2013-03-26 Numenta, Inc. Hierarchical temporal memory system with higher-order temporal pooling capability
US11651277B2 (en) 2010-03-15 2023-05-16 Numenta, Inc. Sparse distributed representation for networked processing in predictive system
WO2011115854A1 (en) 2010-03-15 2011-09-22 Numenta, Inc. Temporal memory using sparse distributed representation
US9927788B2 (en) 2011-05-19 2018-03-27 Fisher-Rosemount Systems, Inc. Software lockout coordination between a process control system and an asset management system
US8626791B1 (en) * 2011-06-14 2014-01-07 Google Inc. Predictive model caching
US8645291B2 (en) 2011-08-25 2014-02-04 Numenta, Inc. Encoding of data for processing in a spatial and temporal memory system
US8825565B2 (en) 2011-08-25 2014-09-02 Numenta, Inc. Assessing performance in a spatial and temporal memory system
US8504570B2 (en) 2011-08-25 2013-08-06 Numenta, Inc. Automated search for detecting patterns and sequences in data using a spatial and temporal memory system
US9529348B2 (en) 2012-01-24 2016-12-27 Emerson Process Management Power & Water Solutions, Inc. Method and apparatus for deploying industrial plant simulators using cloud computing technologies
US9159021B2 (en) 2012-10-23 2015-10-13 Numenta, Inc. Performing multistep prediction using spatial and temporal memory system
US10318878B2 (en) 2014-03-19 2019-06-11 Numenta, Inc. Temporal processing scheme and sensorimotor information processing
KR101965937B1 (ko) * 2016-11-17 2019-08-13 두산중공업 주식회사 이상 신호 복원 장치 및 방법
EP3968247A4 (de) * 2019-06-21 2022-12-21 Siemens Aktiengesellschaft Verfahren und vorrichtung zur vorhersage von leistungslastdaten und speichermedium
US11681922B2 (en) 2019-11-26 2023-06-20 Numenta, Inc. Performing inference and training using sparse neural network
US20230186525A1 (en) * 2021-12-13 2023-06-15 Tencent America LLC System, method, and computer program for content adaptive online training for multiple blocks in neural image compression
CN114389959B (zh) * 2021-12-30 2023-10-27 深圳清华大学研究院 网络拥塞控制方法、装置、电子设备及存储介质
CN114637466B (zh) * 2022-03-03 2022-11-11 深圳大学 一种数据读写行为推测方法、装置、存储介质及电子设备

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4813077A (en) * 1986-07-30 1989-03-14 Scan-Optics, Inc. Sales transaction record processing system and method
JP2592810B2 (ja) * 1986-09-30 1997-03-19 株式会社東芝 サンプルレート変換回路
US4866647A (en) * 1988-02-04 1989-09-12 American Telephone And Telegraph Company Continuously variable digital delay circuit
JP2821189B2 (ja) * 1989-09-01 1998-11-05 株式会社日立製作所 学習型意思決定支援システム
US5140523A (en) * 1989-09-05 1992-08-18 Ktaadn, Inc. Neural network for predicting lightning
JPH03195129A (ja) * 1989-12-22 1991-08-26 Mitsubishi Electric Corp 最尤系列推定装置
US5245667A (en) * 1991-04-03 1993-09-14 Frox, Inc. Method and structure for synchronizing multiple, independently generated digital audio signals
US5335291A (en) * 1991-09-20 1994-08-02 Massachusetts Institute Of Technology Method and apparatus for pattern mapping system with self-reliability check

Also Published As

Publication number Publication date
EP0680637A1 (de) 1995-11-08
EP0680637B1 (de) 2001-06-20
US5729661A (en) 1998-03-17
WO1994017482A1 (en) 1994-08-04
CA2153783A1 (en) 1994-08-04
AU6232194A (en) 1994-08-15
DE69427524D1 (de) 2001-07-26

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