ES2132180T3 - Sistema de aprendizaje de red neural. - Google Patents

Sistema de aprendizaje de red neural.

Info

Publication number
ES2132180T3
ES2132180T3 ES93300611T ES93300611T ES2132180T3 ES 2132180 T3 ES2132180 T3 ES 2132180T3 ES 93300611 T ES93300611 T ES 93300611T ES 93300611 T ES93300611 T ES 93300611T ES 2132180 T3 ES2132180 T3 ES 2132180T3
Authority
ES
Spain
Prior art keywords
probability density
parameter
neural network
space
learning system
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
ES93300611T
Other languages
English (en)
Inventor
Sumio Watanabe
Kenji Fukumizu
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.)
Ricoh Co Ltd
Original Assignee
Ricoh Co Ltd
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
Application filed by Ricoh Co Ltd filed Critical Ricoh Co Ltd
Application granted granted Critical
Publication of ES2132180T3 publication Critical patent/ES2132180T3/es
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/047—Probabilistic or stochastic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Analysis (AREA)
  • Feedback Control In General (AREA)
  • Complex Calculations (AREA)

Abstract

SE DESCRIBE UN SISTEMA DE APRENDIZAJE DE RED NEURAL EN DONDE SE HA INTERFERIDO UNA RELACION ENTRADA-SALIDA. EL SISTEMA DE APRENDIZAJE DE RED NEURAL INCLUYE UNA PARTE (12) DE DENSIDAD DE PROBABILIDAD PARA LA DETERMINACION DE UNA DENSIDAD DE PROBABILIDAD SOBRE UN ESPACIO SUMA DE UN ESPACIO ENTRADA Y UN ESPACIO SALIDA A PARTIR UN CONJUNTO DE MUESTRAS DE ENTRADA Y SALIDA DADAS MEDIANTE APRENDIZAJE, ESTANDO DEFINIDA LA DENSIDAD DE PROBABILIDAD SOBRE EL ESPACIO SUMA PARA DISPONER DE UN PARAMETRO, Y UNA PARTE (13) DE INTERFERENCIA PARA LA DETERMINACION DE LA FUNCION DE DENSIDAD DE PROBABILIDAD BASADA SOBRE LA DENSIDAD DE PROBABILIDAD A PARTIR DE LA PARTE DE DENSIDAD DE PROBABILIDAD, DE MODO QUE LA RELACION ENTRADA-SALIDA DE LAS MUESTRAS SE ENCUENTRA INTERREFERIDA A PARTIR DE LA FUNCION DE DENSIDAD DE PROBABILIDAD TENIENDO UNA DETERMINACION DEL VALOR DEL PARAMETRO MEDIANTE APRENDIZAJE, SIENDO REPETIDO EL APRENDIZAJE DEL PARAMETRO HASTA QUE EL VALOR DE LA FUNCION DIFERENCIAL DE PARAMETRO PREDETERMINADA UTILIZANDO UN METODO DE PROBABILIDAD MAXIMA DESCRITO PREVIAMENTE ES MAS PEQUEÑO QUE UN VALOR DE REFERENCIA DESCRITO PREVIAMENTE.
ES93300611T 1992-01-30 1993-01-28 Sistema de aprendizaje de red neural. Expired - Lifetime ES2132180T3 (es)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
JP4022592 1992-01-30
JP5421892 1992-02-05
JP5421092 1992-02-05
JP12574992 1992-04-17
JP4290707A JPH05346915A (ja) 1992-01-30 1992-10-05 学習機械並びにニューラルネットワークおよびデータ分析装置並びにデータ分析方法

Publications (1)

Publication Number Publication Date
ES2132180T3 true ES2132180T3 (es) 1999-08-16

Family

ID=27522080

Family Applications (1)

Application Number Title Priority Date Filing Date
ES93300611T Expired - Lifetime ES2132180T3 (es) 1992-01-30 1993-01-28 Sistema de aprendizaje de red neural.

Country Status (5)

Country Link
US (1) US5479576A (es)
EP (1) EP0554083B1 (es)
JP (1) JPH05346915A (es)
DE (1) DE69324052T2 (es)
ES (1) ES2132180T3 (es)

Families Citing this family (84)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0744514A (ja) * 1993-07-27 1995-02-14 Matsushita Electric Ind Co Ltd ニューラルネットの学習用データ縮約化方法
US5687364A (en) * 1994-09-16 1997-11-11 Xerox Corporation Method for learning to infer the topical content of documents based upon their lexical content
US5790758A (en) * 1995-07-07 1998-08-04 The United States Of America As Represented By The Secretary Of The Navy Neural network architecture for gaussian components of a mixture density function
DE19530647C1 (de) * 1995-08-21 1997-01-23 Siemens Ag Verfahren zur Aufbereitung einer Eingangsgröße für ein neuronales Netz
WO1997029437A1 (en) * 1996-02-09 1997-08-14 Sarnoff Corporation Method and apparatus for training a neural network to detect and classify objects with uncertain training data
US5809490A (en) * 1996-05-03 1998-09-15 Aspen Technology Inc. Apparatus and method for selecting a working data set for model development
EP0816860B1 (en) * 1996-06-28 2003-01-29 Siemens Corporate Research, Inc. Detecting anomalies in electrical equipment operation
US7349878B1 (en) * 1996-08-16 2008-03-25 Options Technology Company, Inc. Simulation method and system for the valuation of derivative financial instruments
US6324532B1 (en) 1997-02-07 2001-11-27 Sarnoff Corporation Method and apparatus for training a neural network to detect objects in an image
US6336109B2 (en) * 1997-04-15 2002-01-01 Cerebrus Solutions Limited Method and apparatus for inducing rules from data classifiers
US6054710A (en) * 1997-12-18 2000-04-25 Cypress Semiconductor Corp. Method and apparatus for obtaining two- or three-dimensional information from scanning electron microscopy
US7653002B2 (en) * 1998-12-24 2010-01-26 Verizon Business Global Llc Real time monitoring of perceived quality of packet voice transmission
US7085230B2 (en) * 1998-12-24 2006-08-01 Mci, Llc Method and system for evaluating the quality of packet-switched voice signals
US6985559B2 (en) * 1998-12-24 2006-01-10 Mci, Inc. Method and apparatus for estimating quality in a telephonic voice connection
US7099282B1 (en) 1998-12-24 2006-08-29 Mci, Inc. Determining the effects of new types of impairments on perceived quality of a voice service
US6456622B1 (en) 1999-03-03 2002-09-24 Hewlett-Packard Company Method for knowledge acquisition for diagnostic bayesian networks
CA2403249A1 (en) * 1999-03-15 2000-09-21 Marketswitch Corporation Gradient criterion method for neural networks and application to targeted marketing
US6397200B1 (en) * 1999-03-18 2002-05-28 The United States Of America As Represented By The Secretary Of The Navy Data reduction system for improving classifier performance
US6594392B2 (en) * 1999-05-17 2003-07-15 Intel Corporation Pattern recognition based on piecewise linear probability density function
US6954745B2 (en) 2000-06-02 2005-10-11 Canon Kabushiki Kaisha Signal processing system
US7035790B2 (en) 2000-06-02 2006-04-25 Canon Kabushiki Kaisha Speech processing system
US7072833B2 (en) 2000-06-02 2006-07-04 Canon Kabushiki Kaisha Speech processing system
US7010483B2 (en) 2000-06-02 2006-03-07 Canon Kabushiki Kaisha Speech processing system
GB0013541D0 (en) * 2000-06-02 2000-07-26 Canon Kk Speech processing system
US6553061B1 (en) 2001-02-08 2003-04-22 Worldcom, Inc. Method and apparatus for detecting a waveform
US6965885B2 (en) * 2002-01-22 2005-11-15 Koninklijke Philips Electronics N.V. Self-organizing feature map with improved performance by non-monotonic variation of the learning rate
JP3946562B2 (ja) 2002-04-08 2007-07-18 本田技研工業株式会社 行動制御装置及び方法
US8140980B2 (en) 2003-08-05 2012-03-20 Verizon Business Global Llc Method and system for providing conferencing services
US8346593B2 (en) 2004-06-30 2013-01-01 Experian Marketing Solutions, Inc. System, method, and software for prediction of attitudinal and message responsiveness
US9240188B2 (en) * 2004-09-16 2016-01-19 Lena Foundation System and method for expressive language, developmental disorder, and emotion assessment
US10223934B2 (en) 2004-09-16 2019-03-05 Lena Foundation Systems and methods for expressive language, developmental disorder, and emotion assessment, and contextual feedback
US9355651B2 (en) 2004-09-16 2016-05-31 Lena Foundation System and method for expressive language, developmental disorder, and emotion assessment
US8732004B1 (en) 2004-09-22 2014-05-20 Experian Information Solutions, Inc. Automated analysis of data to generate prospect notifications based on trigger events
US7711636B2 (en) 2006-03-10 2010-05-04 Experian Information Solutions, Inc. Systems and methods for analyzing data
US8032375B2 (en) * 2006-03-17 2011-10-04 Microsoft Corporation Using generic predictive models for slot values in language modeling
US8036979B1 (en) 2006-10-05 2011-10-11 Experian Information Solutions, Inc. System and method for generating a finance attribute from tradeline data
US8275642B2 (en) * 2007-01-19 2012-09-25 International Business Machines Corporation System to improve predictive maintenance and warranty cost/price estimation
US8606626B1 (en) 2007-01-31 2013-12-10 Experian Information Solutions, Inc. Systems and methods for providing a direct marketing campaign planning environment
US8606666B1 (en) 2007-01-31 2013-12-10 Experian Information Solutions, Inc. System and method for providing an aggregation tool
US7975299B1 (en) 2007-04-05 2011-07-05 Consumerinfo.Com, Inc. Child identity monitor
WO2008147918A2 (en) 2007-05-25 2008-12-04 Experian Information Solutions, Inc. System and method for automated detection of never-pay data sets
US9256904B1 (en) 2008-08-14 2016-02-09 Experian Information Solutions, Inc. Multi-bureau credit file freeze and unfreeze
US20100174638A1 (en) 2009-01-06 2010-07-08 ConsumerInfo.com Report existence monitoring
WO2010132492A2 (en) 2009-05-11 2010-11-18 Experian Marketing Solutions, Inc. Systems and methods for providing anonymized user profile data
US9652802B1 (en) 2010-03-24 2017-05-16 Consumerinfo.Com, Inc. Indirect monitoring and reporting of a user's credit data
US9152727B1 (en) 2010-08-23 2015-10-06 Experian Marketing Solutions, Inc. Systems and methods for processing consumer information for targeted marketing applications
US8930262B1 (en) 2010-11-02 2015-01-06 Experian Technology Ltd. Systems and methods of assisted strategy design
EP3462317A1 (en) 2011-02-18 2019-04-03 CSidentity Corporation System and methods for identifying compromised personally identifiable information on the internet
EP2715614A1 (en) * 2011-05-27 2014-04-09 Telefonaktiebolaget LM Ericsson (PUBL) A method of conditioning communication network data relating to a distribution of network entities across a space
CN102289204B (zh) * 2011-06-03 2013-10-30 华南理工大学 基于确定学习理论的机械臂通用控制方法
US11030562B1 (en) 2011-10-31 2021-06-08 Consumerinfo.Com, Inc. Pre-data breach monitoring
US10255598B1 (en) 2012-12-06 2019-04-09 Consumerinfo.Com, Inc. Credit card account data extraction
US8812387B1 (en) 2013-03-14 2014-08-19 Csidentity Corporation System and method for identifying related credit inquiries
US10102536B1 (en) 2013-11-15 2018-10-16 Experian Information Solutions, Inc. Micro-geographic aggregation system
US10262362B1 (en) 2014-02-14 2019-04-16 Experian Information Solutions, Inc. Automatic generation of code for attributes
US9576030B1 (en) 2014-05-07 2017-02-21 Consumerinfo.Com, Inc. Keeping up with the joneses
US11257117B1 (en) 2014-06-25 2022-02-22 Experian Information Solutions, Inc. Mobile device sighting location analytics and profiling system
US10339527B1 (en) 2014-10-31 2019-07-02 Experian Information Solutions, Inc. System and architecture for electronic fraud detection
JP6558765B2 (ja) 2014-12-18 2019-08-14 インターナショナル・ビジネス・マシーンズ・コーポレーションＩｎｔｅｒｎａｔｉｏｎａｌ Ｂｕｓｉｎｅｓｓ Ｍａｃｈｉｎｅｓ Ｃｏｒｐｏｒａｔｉｏｎ 処理装置、処理方法、推測装置、推測方法、およびプログラム
US10445152B1 (en) 2014-12-19 2019-10-15 Experian Information Solutions, Inc. Systems and methods for dynamic report generation based on automatic modeling of complex data structures
WO2016106238A1 (en) * 2014-12-24 2016-06-30 Google Inc. Augmenting neural networks to generate additional outputs
KR102204286B1 (ko) 2015-01-28 2021-01-18 구글 엘엘씨 배치 정규화 레이어들
CN106156067B (zh) * 2015-03-30 2019-11-01 日本电气株式会社 用于为关系数据创建数据模型的方法和系统
US11151468B1 (en) 2015-07-02 2021-10-19 Experian Information Solutions, Inc. Behavior analysis using distributed representations of event data
MX2018000942A (es) * 2015-07-24 2018-08-09 Deepmind Tech Ltd Control continuo con aprendizaje de refuerzo profundo.
US9767309B1 (en) 2015-11-23 2017-09-19 Experian Information Solutions, Inc. Access control system for implementing access restrictions of regulated database records while identifying and providing indicators of regulated database records matching validation criteria
US10757154B1 (en) 2015-11-24 2020-08-25 Experian Information Solutions, Inc. Real-time event-based notification system
US20180060954A1 (en) 2016-08-24 2018-03-01 Experian Information Solutions, Inc. Sensors and system for detection of device movement and authentication of device user based on messaging service data from service provider
CN116205724A (zh) 2017-01-31 2023-06-02 益百利信息解决方案公司 大规模异构数据摄取和用户解析
EP3563306B1 (en) 2017-02-10 2023-12-06 Google LLC Batch renormalization layers
EP3373208A1 (en) * 2017-03-08 2018-09-12 Nxp B.V. Method and system for facilitating reliable pattern detection
US10735183B1 (en) 2017-06-30 2020-08-04 Experian Information Solutions, Inc. Symmetric encryption for private smart contracts among multiple parties in a private peer-to-peer network
US10699028B1 (en) 2017-09-28 2020-06-30 Csidentity Corporation Identity security architecture systems and methods
US10896472B1 (en) 2017-11-14 2021-01-19 Csidentity Corporation Security and identity verification system and architecture
US10529357B2 (en) 2017-12-07 2020-01-07 Lena Foundation Systems and methods for automatic determination of infant cry and discrimination of cry from fussiness
EP3528435B1 (en) 2018-02-16 2021-03-31 Juniper Networks, Inc. Automated configuration and data collection during modeling of network devices
CN111177327A (zh) * 2018-11-12 2020-05-19 中国石油化工股份有限公司 用于文档查询的文档玻尔兹曼机构建优化方法及装置
WO2020146667A1 (en) 2019-01-11 2020-07-16 Experian Information Solutions, Inc. Systems and methods for secure data aggregation and computation
US10325185B1 (en) * 2019-01-23 2019-06-18 StradVision, Inc. Method and device for online batch normalization, on-device learning, and continual learning applicable to mobile devices or IOT devices additionally referring to one or more previous batches to be used for military purpose, drone or robot, and testing method and testing device using the same
CN110470729B (zh) * 2019-07-31 2022-12-02 浙江树人学院（浙江树人大学） 一种基于电涡流的油田套管缺陷无损检测方法
US11682041B1 (en) 2020-01-13 2023-06-20 Experian Marketing Solutions, Llc Systems and methods of a tracking analytics platform
JP7396125B2 (ja) * 2020-03-03 2023-12-12 オムロン株式会社 モデル生成装置、推定装置、モデル生成方法、及びモデル生成プログラム
WO2022249483A1 (ja) * 2021-05-28 2022-12-01 日本電信電話株式会社 予測装置、学習装置、予測方法、学習方法およびプログラム
US20230153843A1 (en) * 2021-11-12 2023-05-18 Oracle International Corporation System to combine intelligence from multiple sources that use disparate data sets

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4937872A (en) * 1987-04-03 1990-06-26 American Telephone And Telegraph Company Neural computation by time concentration
US4885757A (en) * 1987-06-01 1989-12-05 Texas Instruments Incorporated Digital adaptive receiver employing maximum-likelihood sequence estimation with neural networks
US4945494A (en) * 1989-03-02 1990-07-31 Texas Instruments Incorporated Neural network and system

Also Published As

Publication number Publication date
DE69324052T2 (de) 1999-10-28
EP0554083A2 (en) 1993-08-04
EP0554083A3 (es) 1995-07-05
DE69324052D1 (de) 1999-04-29
JPH05346915A (ja) 1993-12-27
US5479576A (en) 1995-12-26
EP0554083B1 (en) 1999-03-24

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