DE69531418D1 - Neuronales netzwerk mit reduzierter Berechnungsmenge - Google Patents

Neuronales netzwerk mit reduzierter Berechnungsmenge

Info

Publication number
DE69531418D1
DE69531418D1 DE69531418T DE69531418T DE69531418D1 DE 69531418 D1 DE69531418 D1 DE 69531418D1 DE 69531418 T DE69531418 T DE 69531418T DE 69531418 T DE69531418 T DE 69531418T DE 69531418 D1 DE69531418 D1 DE 69531418D1
Authority
DE
Germany
Prior art keywords
calculations
neural network
reduced amount
reduced
amount
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
DE69531418T
Other languages
English (en)
Other versions
DE69531418T2 (de
Inventor
Kimihisa Aihara
Kuniharu Uchimura
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.)
Nippon Telegraph and Telephone Corp
Original Assignee
Nippon Telegraph and Telephone Corp
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
Priority claimed from JP6004043A external-priority patent/JPH07210533A/ja
Priority claimed from JP6003885A external-priority patent/JPH07210617A/ja
Priority claimed from JP6165641A external-priority patent/JPH0830572A/ja
Application filed by Nippon Telegraph and Telephone Corp filed Critical Nippon Telegraph and Telephone Corp
Application granted granted Critical
Publication of DE69531418D1 publication Critical patent/DE69531418D1/de
Publication of DE69531418T2 publication Critical patent/DE69531418T2/de
Anticipated expiration legal-status Critical
Expired - Fee Related 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)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Neurology (AREA)
  • Complex Calculations (AREA)
DE69531418T 1994-01-19 1995-01-18 Neuronales netzwerk mit reduzierter Berechnungsmenge Expired - Fee Related DE69531418T2 (de)

Applications Claiming Priority (6)

Application Number Priority Date Filing Date Title
JP6004043A JPH07210533A (ja) 1994-01-19 1994-01-19 ニューラルネットワーク回路及びこれを用いた演算方法
JP404394 1994-01-19
JP388594 1994-01-19
JP6003885A JPH07210617A (ja) 1994-01-19 1994-01-19 ニューラルネットワーク回路および本回路を用いた演算方法
JP16564194 1994-07-18
JP6165641A JPH0830572A (ja) 1994-07-18 1994-07-18 ニューラルネットワーク回路及びこれを用いた演算方法

Publications (2)

Publication Number Publication Date
DE69531418D1 true DE69531418D1 (de) 2003-09-11
DE69531418T2 DE69531418T2 (de) 2004-07-08

Family

ID=27276023

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69531418T Expired - Fee Related DE69531418T2 (de) 1994-01-19 1995-01-18 Neuronales netzwerk mit reduzierter Berechnungsmenge

Country Status (4)

Country Link
US (1) US5630024A (de)
EP (2) EP0664516B1 (de)
KR (1) KR0168975B1 (de)
DE (1) DE69531418T2 (de)

Families Citing this family (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0814636A1 (de) * 1996-06-21 1997-12-29 Siemens Audiologische Technik GmbH Hörgerät
RU2131145C1 (ru) * 1998-06-16 1999-05-27 Закрытое акционерное общество Научно-технический центр "Модуль" Нейропроцессор, устройство для вычисления функций насыщения, вычислительное устройство и сумматор
FI20002853A (fi) 2000-12-22 2002-06-23 Nokia Corp Keinotekoisen assosiatiivisen neuronin synapsi
US20150278680A1 (en) * 2014-03-26 2015-10-01 Qualcomm Incorporated Training, recognition, and generation in a spiking deep belief network (dbn)
US20150286925A1 (en) * 2014-04-08 2015-10-08 Qualcomm Incorporated Modulating plasticity by global scalar values in a spiking neural network
CN106056212B (zh) * 2016-05-25 2018-11-23 清华大学 一种人工神经网络计算核
JP6890615B2 (ja) * 2016-05-26 2021-06-18 タータン エーアイ リミテッド ディープニューラルネットワークについての加速器
JP6556768B2 (ja) 2017-01-25 2019-08-07 株式会社東芝 積和演算器、ネットワークユニットおよびネットワーク装置
WO2018148293A1 (en) * 2017-02-07 2018-08-16 The Regents Of The University Of Michigan Systems and methods for mixed-signal computing
WO2018192500A1 (zh) * 2017-04-19 2018-10-25 上海寒武纪信息科技有限公司 处理装置和处理方法
US11256978B2 (en) * 2017-07-14 2022-02-22 Intel Corporation Hyperbolic functions for machine learning acceleration
US11630997B2 (en) 2018-01-23 2023-04-18 Samsung Electronics Co., Ltd. Method and apparatus with bit-serial data processing of a neural network
KR102618546B1 (ko) * 2018-09-03 2023-12-27 삼성전자주식회사 2차원 어레이 기반 뉴로모픽 프로세서 및 그 동작 방법
KR102650660B1 (ko) * 2018-09-03 2024-03-25 삼성전자주식회사 뉴로모픽 장치 및 뉴로모픽 장치에서 멀티-비트 뉴로모픽 연산을 처리하는 방법
KR20200072308A (ko) * 2018-12-12 2020-06-22 삼성전자주식회사 뉴럴 네트워크에서 컨볼루션 연산을 수행하는 방법 및 장치
KR20200094534A (ko) * 2019-01-30 2020-08-07 삼성전자주식회사 뉴럴 네트워크 장치 및 뉴럴 네트워크 장치에서 멀티-비트 연산을 처리하는 방법
KR20210083428A (ko) 2019-12-26 2021-07-07 삼성전자주식회사 메모리 장치, 및 이를 포함하는 전자 기기

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4943931A (en) * 1988-05-02 1990-07-24 Trw Inc. Digital artificial neural processor
DE58906476D1 (de) * 1988-07-05 1994-02-03 Siemens Ag In integrierter Schaltungstechnik ausgeführtes digitales neuronales Netz.
US5481646A (en) * 1989-07-12 1996-01-02 Ricoh Company, Ltd. Neuron unit and neuron unit network
US5324991A (en) * 1989-07-12 1994-06-28 Ricoh Company, Ltd. Neuron unit and neuron unit network
US5131073A (en) * 1989-07-12 1992-07-14 Ricoh Company, Ltd. Neuron unit and neuron unit network
JP2565791B2 (ja) * 1990-04-19 1996-12-18 富士写真フイルム株式会社 多層型ニューラルネットワークの係数格納装置
US5166539A (en) * 1990-07-09 1992-11-24 Nippon Telegraph And Telephone Corporation Neural network circuit
US5208900A (en) * 1990-10-22 1993-05-04 Motorola, Inc. Digital neural network computation ring
JPH056356A (ja) * 1990-11-20 1993-01-14 Ricoh Co Ltd 信号処理方法及びその装置
JP2760170B2 (ja) * 1990-11-29 1998-05-28 松下電器産業株式会社 学習機械
FR2681709B1 (fr) * 1991-09-20 1993-11-05 Thomson Csf Procede de connexion interne pour reseaux de neurones.
US5440671A (en) * 1992-07-30 1995-08-08 Olympus Optical Co., Ltd. Neural net model and neural net optimizing method and system for realizing the same
KR0178805B1 (ko) * 1992-08-27 1999-05-15 정호선 스스로 학습이 가능한 다층 신경회로망 및 학습 방법
US5350953A (en) * 1993-05-28 1994-09-27 Swenson Richard M Digitally weighted neuron for artificial neural network
US5473731A (en) * 1993-07-20 1995-12-05 Intel Corporation Lattice based dynamic programming classification system
US5473730A (en) * 1993-11-09 1995-12-05 At&T Ipm Corp. High efficiency learning network

Also Published As

Publication number Publication date
EP0664516B1 (de) 2003-08-06
DE69531418T2 (de) 2004-07-08
EP0664516A2 (de) 1995-07-26
EP1033660A1 (de) 2000-09-06
US5630024A (en) 1997-05-13
KR950024084A (ko) 1995-08-21
KR0168975B1 (ko) 1999-01-15
EP0664516A3 (de) 1995-12-20

Similar Documents

Publication Publication Date Title
DE69421106D1 (de) Neuronales Netzwerk mit räumlich verteilter Arbeitsweise
DE69425100D1 (de) Dynamisches neuronales Netzwerk
DE69630983D1 (de) Kosmetikmuster mit integraler Auftragseinheit
DE69504516T2 (de) Verschleissfester überzug
DE69130656D1 (de) Neuronale Netzwerke
DE69531418D1 (de) Neuronales netzwerk mit reduzierter Berechnungsmenge
DE69518326D1 (de) Niederspannungsneuronalnetzwerk mit sehr niedrigem Leistungsverbrauch
FI955088A0 (fi) Taetad kross
BR9602122A (pt) Conjunto de pistola de água e figura
DE69615293T2 (de) Lesekanal mit künstlichem neuronalen Netzwerk
DE69604508D1 (de) Diorganozinn-dicarboxylate enthaltende elektrotauchlackzusammensetzung
DE69320003T2 (de) Neuronalnetzwerkschaltung
DE69126052D1 (de) Neuronales Netzwerk
DE69500343D1 (de) Flachenbeschichtung
DE69324699D1 (de) Durchlaufofen
DE69631398D1 (de) Thermistor mit positiven Charakteristiken
DE69604385T2 (de) Isocumarine mit antitumorwirkung
DE69313136T2 (de) Amorphe borcarbidbeschichtung
DE69621809D1 (de) Mit metallocen stabilisiertes alumoxan
DE69310210D1 (de) Neuronale netzwerk architektur
KR970015417U (ko) 카운터가 착설된 아프리케이터
ATA50092A (de) Durchlauferhitzer
ITLU920002A0 (it) Rete equivalente
FIU950505U0 (fi) Kardat stickat roer
DE69629393D1 (de) Ausgleicher ausgeführt mit z-windungen

Legal Events

Date Code Title Description
8364 No opposition during term of opposition
8339 Ceased/non-payment of the annual fee