DE69333811D1 - Verfahren und Gerät zur Erzeugung und Einstellung eines Neurones - Google Patents
Verfahren und Gerät zur Erzeugung und Einstellung eines NeuronesInfo
- Publication number
- DE69333811D1 DE69333811D1 DE69333811T DE69333811T DE69333811D1 DE 69333811 D1 DE69333811 D1 DE 69333811D1 DE 69333811 T DE69333811 T DE 69333811T DE 69333811 T DE69333811 T DE 69333811T DE 69333811 D1 DE69333811 D1 DE 69333811D1
- Authority
- DE
- Germany
- Prior art keywords
- adjusting
- neuron
- feature vectors
- characterizing
- generating
- 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
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/19—Recognition using electronic means
- G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
- G06V30/19107—Clustering techniques
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
- G06F18/232—Non-hierarchical techniques
- G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
- G06F18/23213—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24133—Distances to prototypes
- G06F18/24137—Distances to cluster centroïds
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24133—Distances to prototypes
- G06F18/24137—Distances to cluster centroïds
- G06F18/2414—Smoothing the distance, e.g. radial basis function networks [RBFN]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24133—Distances to prototypes
- G06F18/24143—Distances to neighbourhood prototypes, e.g. restricted Coulomb energy networks [RCEN]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/19—Recognition using electronic means
- G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
- G06V30/19173—Classification techniques
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US90112392A | 1992-06-19 | 1992-06-19 | |
US901123 | 1992-06-19 |
Publications (2)
Publication Number | Publication Date |
---|---|
DE69333811D1 true DE69333811D1 (de) | 2005-06-16 |
DE69333811T2 DE69333811T2 (de) | 2006-05-11 |
Family
ID=25413634
Family Applications (3)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE69333664T Expired - Lifetime DE69333664T2 (de) | 1992-06-19 | 1993-06-18 | Verfahren und Gerät zur Einstellung eines Neurons |
DE69329218T Expired - Lifetime DE69329218T2 (de) | 1992-06-19 | 1993-06-18 | Verfahren und Vorrichtung zur Eingabeklassifizierung mit einem neuronalen Netzwerk |
DE69333811T Expired - Lifetime DE69333811T2 (de) | 1992-06-19 | 1993-06-18 | Verfahren und Gerät zur Erzeugung und Einstellung eines Neurones |
Family Applications Before (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE69333664T Expired - Lifetime DE69333664T2 (de) | 1992-06-19 | 1993-06-18 | Verfahren und Gerät zur Einstellung eines Neurons |
DE69329218T Expired - Lifetime DE69329218T2 (de) | 1992-06-19 | 1993-06-18 | Verfahren und Vorrichtung zur Eingabeklassifizierung mit einem neuronalen Netzwerk |
Country Status (6)
Country | Link |
---|---|
US (4) | US5452399A (de) |
EP (3) | EP0944021B1 (de) |
JP (1) | JP2925435B2 (de) |
AT (1) | ATE279758T1 (de) |
DE (3) | DE69333664T2 (de) |
ES (1) | ES2150431T3 (de) |
Families Citing this family (36)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0944021B1 (de) * | 1992-06-19 | 2005-05-11 | United Parcel Service Of America, Inc. | Verfahren und Gerät zur Erzeugung und Einstellung eines Neurones |
DE69331518T2 (de) * | 1993-02-19 | 2002-09-12 | Ibm | Neuronales Netz zum Vergleich von Merkmalen von Bildmustern |
AU7311994A (en) * | 1993-05-21 | 1994-12-20 | Arris Pharmaceutical Corporation | A machine-learning approach to modeling biological activity for molecular design and to modeling other characteristics |
JP3630734B2 (ja) * | 1994-10-28 | 2005-03-23 | キヤノン株式会社 | 情報処理方法 |
US6466926B1 (en) * | 1996-03-06 | 2002-10-15 | Hewlett-Packard Company | Method for optimizing a recognition dictionary to distinguish between patterns that are difficult to distinguish |
JPH10143613A (ja) * | 1996-10-30 | 1998-05-29 | Hewlett Packard Co <Hp> | パタン認識方法 |
US6049793A (en) * | 1996-11-15 | 2000-04-11 | Tomita; Kenichi | System for building an artificial neural network |
US6671404B1 (en) | 1997-02-14 | 2003-12-30 | Hewlett-Packard Development Company, L.P. | Method and apparatus for recognizing patterns |
US5966460A (en) * | 1997-03-03 | 1999-10-12 | Xerox Corporation | On-line learning for neural net-based character recognition systems |
US6336109B2 (en) * | 1997-04-15 | 2002-01-01 | Cerebrus Solutions Limited | Method and apparatus for inducing rules from data classifiers |
US6061472A (en) * | 1997-06-06 | 2000-05-09 | Microsoft Corporation | Method and mechanism to reduce handwriting recognizer errors using multiple decision trees |
US6134344A (en) * | 1997-06-26 | 2000-10-17 | Lucent Technologies Inc. | Method and apparatus for improving the efficiency of support vector machines |
US6122399A (en) * | 1997-09-04 | 2000-09-19 | Ncr Corporation | Pattern recognition constraint network |
DE69802372D1 (de) | 1998-02-05 | 2001-12-13 | Intellix As Frederiksberg | Klassifizierungssystem und -verfahren mit N-Tuple- oder RAM-basiertem neuronalem Netzwerk |
AU761730B2 (en) * | 1998-12-03 | 2003-06-05 | Samsung Electronics Co., Ltd. | Subscriber identification system |
US6366897B1 (en) | 1999-07-26 | 2002-04-02 | Hnc Software, Inc. | Cortronic neural networks with distributed processing |
US6694301B1 (en) * | 2000-03-31 | 2004-02-17 | Microsoft Corporation | Goal-oriented clustering |
US20040042665A1 (en) * | 2002-08-30 | 2004-03-04 | Lockheed Martin Corporation | Method and computer program product for automatically establishing a classifiction system architecture |
US20040186815A1 (en) * | 2002-12-20 | 2004-09-23 | Stockfisch Thomas P. | Method for accommodating missing descriptor and property data while training neural network models |
EP1584004A4 (de) * | 2003-01-17 | 2007-10-24 | Francisco J Ayala | System und verfahren zum entwickeln künstlicher intelligenz |
US7493295B2 (en) * | 2003-01-17 | 2009-02-17 | Francisco J. Ayala | Method, system and computer program for developing cortical algorithms |
US8260730B2 (en) * | 2005-03-14 | 2012-09-04 | Hewlett-Packard Development Company, L.P. | Method of, and system for, classification count adjustment |
CN101310294A (zh) * | 2005-11-15 | 2008-11-19 | 伯纳黛特·加纳 | 神经网络的训练方法 |
US8175394B2 (en) * | 2006-09-08 | 2012-05-08 | Google Inc. | Shape clustering in post optical character recognition processing |
CN101510262B (zh) * | 2009-03-17 | 2012-05-23 | 江苏大学 | 一种钢中析出粒子的自动测量及其形态分类方法 |
US9041566B2 (en) * | 2013-08-30 | 2015-05-26 | International Business Machines Corporation | Lossless compression of the enumeration space of founder line crosses |
CN107239786B (zh) | 2016-03-29 | 2022-01-11 | 阿里巴巴集团控股有限公司 | 一种字符识别方法和装置 |
CN106935035B (zh) * | 2017-04-07 | 2019-07-23 | 西安电子科技大学 | 基于ssd神经网络的违章停车车辆实时检测方法 |
RU2693916C1 (ru) * | 2018-04-09 | 2019-07-05 | Общество с ограниченной ответственностью "Аби Продакшн" | Распознавание символов с использованием иерархической классификации |
CN110533018B (zh) * | 2018-05-23 | 2022-02-25 | 北京国双科技有限公司 | 一种图像的分类方法及装置 |
US10834106B2 (en) | 2018-10-03 | 2020-11-10 | At&T Intellectual Property I, L.P. | Network security event detection via normalized distance based clustering |
US11227176B2 (en) * | 2019-05-16 | 2022-01-18 | Bank Of Montreal | Deep-learning-based system and process for image recognition |
RU2723293C1 (ru) | 2019-08-29 | 2020-06-09 | Общество с ограниченной ответственностью "Аби Продакшн" | Идентификация полей и таблиц в документах с помощью нейронных сетей с использованием глобального контекста документа |
RU2721189C1 (ru) * | 2019-08-29 | 2020-05-18 | Общество с ограниченной ответственностью "Аби Продакшн" | Детектирование разделов таблиц в документах нейронными сетями с использованием глобального контекста документа |
CN110866565B (zh) * | 2019-11-26 | 2022-06-24 | 重庆邮电大学 | 一种基于卷积神经网络的多分支图像分类方法 |
RU2760471C1 (ru) | 2020-12-17 | 2021-11-25 | АБИ Девелопмент Инк. | Способы и системы идентификации полей в документе |
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JPS5035379B1 (de) * | 1970-05-25 | 1975-11-15 | ||
US3950733A (en) * | 1974-06-06 | 1976-04-13 | Nestor Associates | Information processing system |
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US4326259A (en) * | 1980-03-27 | 1982-04-20 | Nestor Associates | Self organizing general pattern class separator and identifier |
US4599698A (en) * | 1983-05-02 | 1986-07-08 | United Technologies Corporation | Aircraft trim actuator shutdown monitor system and method |
JPH0638276B2 (ja) * | 1983-12-14 | 1994-05-18 | 株式会社日立製作所 | パターン識別装置 |
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US5054093A (en) * | 1985-09-12 | 1991-10-01 | Cooper Leon N | Parallel, multi-unit, adaptive, nonlinear pattern class separator and identifier |
JPS62133589A (ja) * | 1985-12-05 | 1987-06-16 | Mitsubishi Heavy Ind Ltd | パタ−ン記憶識別装置 |
JPH0233687A (ja) * | 1988-07-22 | 1990-02-02 | Nec Corp | マルチフォント文字認識用ニューラルネットワーク学習方法 |
JPH0735591B2 (ja) * | 1988-07-27 | 1995-04-19 | 三菱重工業株式会社 | 酸洗前処理装置 |
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US5046020A (en) * | 1988-12-16 | 1991-09-03 | E. I. Du Pont De Nemours And Company | Distributed parallel processing network wherein the connection weights are generated using stiff differential equations |
US5010512A (en) * | 1989-01-12 | 1991-04-23 | International Business Machines Corp. | Neural network having an associative memory that learns by example |
EP0384689B1 (de) * | 1989-02-20 | 1997-12-29 | Fujitsu Limited | Lernsystem und Lernverfahren für eine Datenverarbeitungsvorrichtung |
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US5293454A (en) * | 1989-03-08 | 1994-03-08 | Sharp Kabushiki Kaisha | Learning method of neural network |
JPH0821065B2 (ja) * | 1989-03-13 | 1996-03-04 | シャープ株式会社 | 文字認識装置 |
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US5150323A (en) * | 1989-08-11 | 1992-09-22 | Hughes Aircraft Company | Adaptive network for in-band signal separation |
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US5339818A (en) * | 1989-09-20 | 1994-08-23 | University Of Utah Research Foundation | Method for determining blood pressure utilizing a neural network |
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EP0944021B1 (de) * | 1992-06-19 | 2005-05-11 | United Parcel Service Of America, Inc. | Verfahren und Gerät zur Erzeugung und Einstellung eines Neurones |
-
1993
- 1993-06-18 EP EP99111038A patent/EP0944021B1/de not_active Expired - Lifetime
- 1993-06-18 EP EP01115778A patent/EP1199675B1/de not_active Expired - Lifetime
- 1993-06-18 ES ES93109763T patent/ES2150431T3/es not_active Expired - Lifetime
- 1993-06-18 EP EP93109763A patent/EP0574937B1/de not_active Expired - Lifetime
- 1993-06-18 DE DE69333664T patent/DE69333664T2/de not_active Expired - Lifetime
- 1993-06-18 DE DE69329218T patent/DE69329218T2/de not_active Expired - Lifetime
- 1993-06-18 AT AT01115778T patent/ATE279758T1/de not_active IP Right Cessation
- 1993-06-18 DE DE69333811T patent/DE69333811T2/de not_active Expired - Lifetime
- 1993-06-21 JP JP5174752A patent/JP2925435B2/ja not_active Expired - Fee Related
- 1993-12-30 US US08/176,075 patent/US5452399A/en not_active Expired - Lifetime
-
1995
- 1995-01-11 US US08/371,519 patent/US5664067A/en not_active Expired - Lifetime
- 1995-01-23 US US08/376,819 patent/US5638491A/en not_active Expired - Lifetime
-
1997
- 1997-06-24 US US08/881,133 patent/US5974404A/en not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
---|---|
DE69333811T2 (de) | 2006-05-11 |
EP0944021B1 (de) | 2005-05-11 |
EP0574937A2 (de) | 1993-12-22 |
ATE279758T1 (de) | 2004-10-15 |
EP1199675A1 (de) | 2002-04-24 |
EP0574937B1 (de) | 2000-08-16 |
US5452399A (en) | 1995-09-19 |
EP0574937A3 (de) | 1995-01-11 |
EP1199675B1 (de) | 2004-10-13 |
EP0944021A3 (de) | 1999-10-13 |
US5664067A (en) | 1997-09-02 |
ES2150431T3 (es) | 2000-12-01 |
DE69329218D1 (de) | 2000-09-21 |
DE69333664T2 (de) | 2005-11-17 |
US5974404A (en) | 1999-10-26 |
JP2925435B2 (ja) | 1999-07-28 |
DE69329218T2 (de) | 2001-04-05 |
JPH06176161A (ja) | 1994-06-24 |
US5638491A (en) | 1997-06-10 |
DE69333664D1 (de) | 2004-11-18 |
EP0944021A2 (de) | 1999-09-22 |
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