DE69602662T2 - Verfahren zur Beschleunigung der Ausführungsgeschwindigkeit von Neuronalnetzwerken für korrelierte Signalverarbeitung - Google Patents

Verfahren zur Beschleunigung der Ausführungsgeschwindigkeit von Neuronalnetzwerken für korrelierte Signalverarbeitung

Info

Publication number
DE69602662T2
DE69602662T2 DE69602662T DE69602662T DE69602662T2 DE 69602662 T2 DE69602662 T2 DE 69602662T2 DE 69602662 T DE69602662 T DE 69602662T DE 69602662 T DE69602662 T DE 69602662T DE 69602662 T2 DE69602662 T2 DE 69602662T2
Authority
DE
Germany
Prior art keywords
accelerating
signal processing
neural networks
execution speed
correlated signal
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
DE69602662T
Other languages
English (en)
Other versions
DE69602662D1 (de
Inventor
Dario Albesano
Roberto Gemello
Franco Mana
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.)
Loquendo SpA
Original Assignee
CSELT Centro Studi e Laboratori Telecomunicazioni 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 CSELT Centro Studi e Laboratori Telecomunicazioni SpA filed Critical CSELT Centro Studi e Laboratori Telecomunicazioni SpA
Publication of DE69602662D1 publication Critical patent/DE69602662D1/de
Application granted granted Critical
Publication of DE69602662T2 publication Critical patent/DE69602662T2/de
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
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • 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
    • G06N3/048—Activation functions

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Neurology (AREA)
  • Image Analysis (AREA)
  • Feedback Control In General (AREA)
  • Complex Calculations (AREA)
  • Measurement Of Velocity Or Position Using Acoustic Or Ultrasonic Waves (AREA)
  • Radar Systems Or Details Thereof (AREA)
DE69602662T 1995-03-22 1996-03-20 Verfahren zur Beschleunigung der Ausführungsgeschwindigkeit von Neuronalnetzwerken für korrelierte Signalverarbeitung Expired - Lifetime DE69602662T2 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IT95TO000216A IT1280816B1 (it) 1995-03-22 1995-03-22 Metodo per velocizzare l'esecuzione di reti neurali per il trattamento di segnali correlati.

Publications (2)

Publication Number Publication Date
DE69602662D1 DE69602662D1 (de) 1999-07-08
DE69602662T2 true DE69602662T2 (de) 1999-11-18

Family

ID=11413390

Family Applications (2)

Application Number Title Priority Date Filing Date
DE69602662T Expired - Lifetime DE69602662T2 (de) 1995-03-22 1996-03-20 Verfahren zur Beschleunigung der Ausführungsgeschwindigkeit von Neuronalnetzwerken für korrelierte Signalverarbeitung
DE0733982T Pending DE733982T1 (de) 1995-03-22 1996-03-20 Verfahren zur Beschleunigung der Ausführungsgeschwindigkeit Neuronalnetzwerken für korrelierte Signalverarbeitung

Family Applications After (1)

Application Number Title Priority Date Filing Date
DE0733982T Pending DE733982T1 (de) 1995-03-22 1996-03-20 Verfahren zur Beschleunigung der Ausführungsgeschwindigkeit Neuronalnetzwerken für korrelierte Signalverarbeitung

Country Status (6)

Country Link
US (1) US5742739A (de)
EP (1) EP0733982B1 (de)
JP (1) JPH08272759A (de)
CA (1) CA2172199C (de)
DE (2) DE69602662T2 (de)
IT (1) IT1280816B1 (de)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018158043A1 (de) * 2017-03-01 2018-09-07 Robert Bosch Gmbh Neuronalnetzsystem

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6516309B1 (en) * 1998-07-17 2003-02-04 Advanced Research & Technology Institute Method and apparatus for evolving a neural network
ITTO20020170A1 (it) 2002-02-28 2003-08-28 Loquendo Spa Metodo per velocizzare l'esecuzione di reti neurali per il riconoscimento della voce e relativo dispositivo di riconoscimento vocale.
US7769580B2 (en) 2002-12-23 2010-08-03 Loquendo S.P.A. Method of optimising the execution of a neural network in a speech recognition system through conditionally skipping a variable number of frames
US9627532B2 (en) * 2014-06-18 2017-04-18 Nuance Communications, Inc. Methods and apparatus for training an artificial neural network for use in speech recognition
CN105306779A (zh) * 2015-10-27 2016-02-03 西安电子科技大学 基于压缩感知和索引置乱的图像加密方法
WO2017149722A1 (ja) * 2016-03-03 2017-09-08 三菱電機株式会社 演算装置および演算方法
US10949737B2 (en) * 2016-07-13 2021-03-16 Samsung Electronics Co., Ltd. Method for neural network and apparatus performing same method
US11030518B2 (en) * 2018-06-13 2021-06-08 United States Of America As Represented By The Secretary Of The Navy Asynchronous artificial neural network architecture
WO2020240687A1 (ja) * 2019-05-28 2020-12-03 株式会社ソシオネクスト 演算処理方法、演算処理装置及びプログラム

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH02207369A (ja) * 1989-02-08 1990-08-17 Hitachi Ltd ニューラルネットワーク計算機
US5313558A (en) * 1991-08-13 1994-05-17 Adams James L System for spatial and temporal pattern learning and recognition
DE4224621C2 (de) * 1992-07-25 1994-05-05 Boehringer Mannheim Gmbh Verfahren zur Analyse eines Bestandteils einer medizinischen Probe mittels eines automatischen Analysegerätes
US5559811A (en) * 1994-09-14 1996-09-24 Lucent Technologies Inc. Method for identifying untestable and redundant faults in sequential logic circuits.

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018158043A1 (de) * 2017-03-01 2018-09-07 Robert Bosch Gmbh Neuronalnetzsystem

Also Published As

Publication number Publication date
ITTO950216A1 (it) 1996-09-22
DE733982T1 (de) 1997-03-13
CA2172199A1 (en) 1996-09-23
US5742739A (en) 1998-04-21
ITTO950216A0 (it) 1995-03-22
IT1280816B1 (it) 1998-02-11
DE69602662D1 (de) 1999-07-08
EP0733982B1 (de) 1999-06-02
EP0733982A1 (de) 1996-09-25
CA2172199C (en) 1999-07-20
JPH08272759A (ja) 1996-10-18

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Legal Events

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Owner name: LOQUENDO-SOCIETA PER AZIONI, TURIN/TORINO, IT