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FR2765705B1 - METHOD OF CONSTRUCTING A NEURON NETWORK FOR MODELING A PHENOMENON - Google Patents

METHOD OF CONSTRUCTING A NEURON NETWORK FOR MODELING A PHENOMENON

Info

Publication number
FR2765705B1
FR2765705B1 FR9708342A FR9708342A FR2765705B1 FR 2765705 B1 FR2765705 B1 FR 2765705B1 FR 9708342 A FR9708342 A FR 9708342A FR 9708342 A FR9708342 A FR 9708342A FR 2765705 B1 FR2765705 B1 FR 2765705B1
Authority
FR
France
Prior art keywords
modeling
constructing
phenomenon
neuron network
neuron
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 - Fee Related
Application number
FR9708342A
Other languages
French (fr)
Other versions
FR2765705A1 (en
Inventor
Herve Stoppiglia
Gerard Dreyfus
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.)
INF CDC
Original Assignee
INF CDC
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 INF CDC filed Critical INF CDC
Priority to FR9708342A priority Critical patent/FR2765705B1/en
Priority to PCT/FR1998/001381 priority patent/WO1999001825A1/en
Publication of FR2765705A1 publication Critical patent/FR2765705A1/en
Application granted granted Critical
Publication of FR2765705B1 publication Critical patent/FR2765705B1/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/047—Probabilistic or stochastic networks
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0495—Quantised networks; Sparse networks; Compressed networks
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0499—Feedforward networks
    • 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
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
    • 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
    • G06N3/09—Supervised learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Probability & Statistics with Applications (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
FR9708342A 1997-07-02 1997-07-02 METHOD OF CONSTRUCTING A NEURON NETWORK FOR MODELING A PHENOMENON Expired - Fee Related FR2765705B1 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
FR9708342A FR2765705B1 (en) 1997-07-02 1997-07-02 METHOD OF CONSTRUCTING A NEURON NETWORK FOR MODELING A PHENOMENON
PCT/FR1998/001381 WO1999001825A1 (en) 1997-07-02 1998-06-29 Method for constructing a neural network for modelling a phenomenon

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
FR9708342A FR2765705B1 (en) 1997-07-02 1997-07-02 METHOD OF CONSTRUCTING A NEURON NETWORK FOR MODELING A PHENOMENON

Publications (2)

Publication Number Publication Date
FR2765705A1 FR2765705A1 (en) 1999-01-08
FR2765705B1 true FR2765705B1 (en) 1999-09-17

Family

ID=9508742

Family Applications (1)

Application Number Title Priority Date Filing Date
FR9708342A Expired - Fee Related FR2765705B1 (en) 1997-07-02 1997-07-02 METHOD OF CONSTRUCTING A NEURON NETWORK FOR MODELING A PHENOMENON

Country Status (2)

Country Link
FR (1) FR2765705B1 (en)
WO (1) WO1999001825A1 (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1388812A1 (en) * 2002-07-04 2004-02-11 Ronald E. Dr. Kates Method for training a learning-capable system
FR2865562A1 (en) * 2004-01-27 2005-07-29 France Telecom MEASURING THE IMPORTANCE OF VARIABLES THAT WERE SERVED IN THE DEVELOPMENT OF A MODELING.
FR2884631A1 (en) * 2005-04-19 2006-10-20 Bernard Hendrickx Insect e.g. ant, swarm over-all behavior representing quantity analyzing method, involves evaluating relations between intensity and extensity variables to provide result in form of value chosen on marked digital scale

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0528399A3 (en) * 1991-08-19 1994-12-21 Toyoda Machine Works Ltd Method and apparatus for learning of neural network
WO1994025933A1 (en) * 1993-04-30 1994-11-10 Pavilion Technologies, Inc. Method and apparatus for determining the sensitivity of inputs to a neural network on output parameters

Also Published As

Publication number Publication date
WO1999001825A1 (en) 1999-01-14
FR2765705A1 (en) 1999-01-08

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Legal Events

Date Code Title Description
ST Notification of lapse