ITRM910302A1 - Metodo per accelerare la convergenza dell'algoritmo di back-propagation applicato per realizzare il processo di apprendimento in una rete neuronica del tipo perceptron multistrato - Google Patents

Metodo per accelerare la convergenza dell'algoritmo di back-propagation applicato per realizzare il processo di apprendimento in una rete neuronica del tipo perceptron multistrato

Info

Publication number
ITRM910302A1
ITRM910302A1 IT000302A ITRM910302A ITRM910302A1 IT RM910302 A1 ITRM910302 A1 IT RM910302A1 IT 000302 A IT000302 A IT 000302A IT RM910302 A ITRM910302 A IT RM910302A IT RM910302 A1 ITRM910302 A1 IT RM910302A1
Authority
IT
Italy
Prior art keywords
convergence
accelerate
learning process
propagation algorithm
algorithm applied
Prior art date
Application number
IT000302A
Other languages
English (en)
Inventor
Girolamo Gallo
Original Assignee
Texas Instruments Italia Spa
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 Texas Instruments Italia Spa filed Critical Texas Instruments Italia Spa
Priority to ITRM910302A priority Critical patent/IT1245954B/it
Publication of ITRM910302A0 publication Critical patent/ITRM910302A0/it
Priority to JP4114943A priority patent/JPH06161978A/ja
Publication of ITRM910302A1 publication Critical patent/ITRM910302A1/it
Application granted granted Critical
Publication of IT1245954B publication Critical patent/IT1245954B/it
Priority to US08/396,361 priority patent/US6016384A/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/28—Determining representative reference patterns, e.g. by averaging or distorting; Generating dictionaries

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Biophysics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • Character Discrimination (AREA)
  • Feedback Control In General (AREA)
ITRM910302A 1991-05-07 1991-05-07 Metodo per accelerare la convergenza dell'algoritmo di back-propagation applicato per realizzare il processo di apprendimento in una rete neuronica del tipo perceptron multistrato IT1245954B (it)

Priority Applications (3)

Application Number Priority Date Filing Date Title
ITRM910302A IT1245954B (it) 1991-05-07 1991-05-07 Metodo per accelerare la convergenza dell'algoritmo di back-propagation applicato per realizzare il processo di apprendimento in una rete neuronica del tipo perceptron multistrato
JP4114943A JPH06161978A (ja) 1991-05-07 1992-05-07 多層パーセプトロン形神経状回路網における学習プロセスを実現するために適用されるバックプロパゲーション・アルゴリズムの収束の加速方法
US08/396,361 US6016384A (en) 1991-05-07 1995-02-28 Method for speeding up the convergence of the back-propagation algorithm applied to realize the learning process in a neural network of the multilayer perceptron type

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
ITRM910302A IT1245954B (it) 1991-05-07 1991-05-07 Metodo per accelerare la convergenza dell'algoritmo di back-propagation applicato per realizzare il processo di apprendimento in una rete neuronica del tipo perceptron multistrato

Publications (3)

Publication Number Publication Date
ITRM910302A0 ITRM910302A0 (it) 1991-05-07
ITRM910302A1 true ITRM910302A1 (it) 1992-11-07
IT1245954B IT1245954B (it) 1994-11-07

Family

ID=11400125

Family Applications (1)

Application Number Title Priority Date Filing Date
ITRM910302A IT1245954B (it) 1991-05-07 1991-05-07 Metodo per accelerare la convergenza dell'algoritmo di back-propagation applicato per realizzare il processo di apprendimento in una rete neuronica del tipo perceptron multistrato

Country Status (3)

Country Link
US (1) US6016384A (it)
JP (1) JPH06161978A (it)
IT (1) IT1245954B (it)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2006098766A2 (en) * 2004-09-17 2006-09-21 Proximex Incremental data fusion and decision making system and associated method
US8266145B2 (en) * 2007-03-16 2012-09-11 1759304 Ontario Inc. Contextual data mapping, searching and retrieval
US20080275775A1 (en) * 2007-05-04 2008-11-06 Yahoo! Inc. System and method for using sampling for scheduling advertisements in an online auction
US9000918B1 (en) 2013-03-02 2015-04-07 Kontek Industries, Inc. Security barriers with automated reconnaissance
US9594983B2 (en) * 2013-08-02 2017-03-14 Digimarc Corporation Learning systems and methods
US11669746B2 (en) 2018-04-11 2023-06-06 Samsung Electronics Co., Ltd. System and method for active machine learning
WO2023132846A1 (en) * 2022-01-06 2023-07-13 Rowan University Training a neural network for a predictive aortic aneurysm detection system

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1987006371A1 (en) * 1986-04-10 1987-10-22 Hewlett Packard Limited Expert system using pattern recognition techniques
US4805225A (en) * 1986-11-06 1989-02-14 The Research Foundation Of The State University Of New York Pattern recognition method and apparatus
US5052043A (en) * 1990-05-07 1991-09-24 Eastman Kodak Company Neural network with back propagation controlled through an output confidence measure
US5218529A (en) * 1990-07-30 1993-06-08 University Of Georgia Research Foundation, Inc. Neural network system and methods for analysis of organic materials and structures using spectral data

Also Published As

Publication number Publication date
JPH06161978A (ja) 1994-06-10
IT1245954B (it) 1994-11-07
ITRM910302A0 (it) 1991-05-07
US6016384A (en) 2000-01-18

Similar Documents

Publication Publication Date Title
ITMI913503A1 (it) Rete neurale multistrato impiegante neuroni di uscita multiplati
DE69400317D1 (de) Differentialprozessregelung mit künstlichen neuronalen Netzwerken
FR2714748B1 (fr) Apprentissage supervisé d'un réseau neuronique.
ITRM910302A1 (it) Metodo per accelerare la convergenza dell'algoritmo di back-propagation applicato per realizzare il processo di apprendimento in una rete neuronica del tipo perceptron multistrato
DE3854936D1 (de) Verfahren zur optimierten "Rete"-Musteranpassung in mustergeführten, regelbasierten, künstlichen Intelligenz-Produktionssystemen
DE69302745D1 (de) Verkehrsmodellierungs- und Vorhersagesystem mit künstlicher Intelligenz
ITMI912777A0 (it) Apparecchiatura per il controllo dell'avviamento e dell'arresto di una pompa una rete di distribuzione di acqua
IT7924822A0 (it) Copolimero a innesto formato da una catena principale di copolimero di acido neutralizzato e da catene laterali di oligomero poliamidico e processo per la produzione di tale copolimero.
IT1142729B (it) Apparecchio per rivelare la deviazione dell'asse ottico in apparecchi di trattamento a mezzo laser
DE69116957D1 (de) Leistungswandlungsverfahren mit parallelen Einheiten
ITRM910076A0 (it) Architettura per rete neuronica fisicamente inseribile nel processo di apprendimento.
GB2265043B (en) Improved artificial digital neuron, neural network and network training algorithm
DE69531418D1 (de) Neuronales netzwerk mit reduzierter Berechnungsmenge
GB9305775D0 (en) Neural network employing absolute value calculating synapse
FR2632737B1 (fr) Procede d'obtention d'une structure generatrice d'effets electrooptiques non lineaires, structure obtenue et applications
IT1276221B1 (it) Rete neurale cellulare optoelettronica progammabile otticamente
ITRM920812A1 (it) Procedimento per la produzione di una sospensione di pigmenti.
IT8968006A0 (it) Rete neurale con capacita' di apprendimento per il trattamento di informazioni, e procedimento per il trattamento di informazioni con l'impiego di tale rete
DE69419953D1 (de) Neuronale Netzwerkstruktur mit seitlichen Verbindungen
ITMI912811A0 (it) Mattonelle per l'impiego in processi di fusione del silicio e metodo per la loro produzione
GB9308165D0 (en) Hopfield neural networks
Bischof Modular, hierarchical, and geometrical neural networks
NO952904L (no) Lysinsalt av 6-klor-5-fluor-3-(2-tenoyl)-2-oxindol-1-karboksamide
IT223891Z2 (it) Stampi doppi per la produzione di specialita' dolciaria del tipo zuccotto e similari
ITMI922817A0 (it) Processo per la produzione contemporanea di trielina e percloroetilene mediante clorazione dell'1,2 dicloroetano in un impianto capace di produrre anche tetracloruro di carbonio

Legal Events

Date Code Title Description
0001 Granted
TA Fee payment date (situation as of event date), data collected since 19931001

Effective date: 19960411