ATE312386T1 - Neuronales verarbeitungselement zur verwendung in einem neuronalen netzwerk - Google Patents

Neuronales verarbeitungselement zur verwendung in einem neuronalen netzwerk

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Publication number
ATE312386T1
ATE312386T1 AT00901742T AT00901742T ATE312386T1 AT E312386 T1 ATE312386 T1 AT E312386T1 AT 00901742 T AT00901742 T AT 00901742T AT 00901742 T AT00901742 T AT 00901742T AT E312386 T1 ATE312386 T1 AT E312386T1
Authority
AT
Austria
Prior art keywords
neuronal
modules
network
processing element
modular
Prior art date
Application number
AT00901742T
Other languages
English (en)
Inventor
Neil Lightowler
Original Assignee
Axeon Ltd
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Publication date
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Application granted granted Critical
Publication of ATE312386T1 publication Critical patent/ATE312386T1/de

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/06Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Neurology (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Complex Calculations (AREA)
  • Multi Processors (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
  • Nitrogen And Oxygen Or Sulfur-Condensed Heterocyclic Ring Systems (AREA)
  • Saccharide Compounds (AREA)
  • Electrotherapy Devices (AREA)
  • Color Image Communication Systems (AREA)
  • Feedback Control In General (AREA)
  • Thermistors And Varistors (AREA)
  • Magnetic Heads (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
AT00901742T 1999-02-01 2000-02-01 Neuronales verarbeitungselement zur verwendung in einem neuronalen netzwerk ATE312386T1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GBGB9902115.6A GB9902115D0 (en) 1999-02-01 1999-02-01 Neural networks
PCT/GB2000/000277 WO2000045333A1 (en) 1999-02-01 2000-02-01 Neural processing element for use in a neural network

Publications (1)

Publication Number Publication Date
ATE312386T1 true ATE312386T1 (de) 2005-12-15

Family

ID=10846824

Family Applications (1)

Application Number Title Priority Date Filing Date
AT00901742T ATE312386T1 (de) 1999-02-01 2000-02-01 Neuronales verarbeitungselement zur verwendung in einem neuronalen netzwerk

Country Status (8)

Country Link
US (2) US7082419B1 (de)
EP (2) EP1149359B1 (de)
AT (1) ATE312386T1 (de)
AU (1) AU2304600A (de)
DE (1) DE60024582T2 (de)
ES (1) ES2254133T3 (de)
GB (1) GB9902115D0 (de)
WO (1) WO2000045333A1 (de)

Families Citing this family (84)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB0101043D0 (en) * 2001-01-15 2001-02-28 Univ Aberdeen Input parameter selection process
GB0204826D0 (en) 2002-03-01 2002-04-17 Axeon Ltd Control of a mechanical actuator using a modular map processor
JP3833125B2 (ja) 2002-03-01 2006-10-11 キヤノン株式会社 撮像装置
KR100571831B1 (ko) * 2004-02-10 2006-04-17 삼성전자주식회사 음성 식별 장치 및 방법
GB2414328A (en) * 2004-05-17 2005-11-23 Mitsubishi Electric Inf Tech Discrimination transforms applied to frequency domain derived feature vectors
JP4175296B2 (ja) * 2004-06-25 2008-11-05 キャタピラージャパン株式会社 建設機械のデータ処理装置及び建設機械のデータ処理方法
US7392499B1 (en) * 2005-08-02 2008-06-24 Xilinx, Inc. Placement of input/output blocks of an electronic design in an integrated circuit
WO2007020466A2 (en) * 2005-08-19 2007-02-22 Axeon Limited Data classification apparatus and method
US7715563B2 (en) * 2006-02-16 2010-05-11 General Dynamics C4 Systems, Inc. Rapid acquisition of state vectors in an encrypted data communication system
US7672915B2 (en) * 2006-08-25 2010-03-02 Research In Motion Limited Method and system for labelling unlabeled data records in nodes of a self-organizing map for use in training a classifier for data classification in customer relationship management systems
US7555469B2 (en) * 2006-11-16 2009-06-30 L-3 Communications Integrated Systems L.P. Reconfigurable neural network systems and methods utilizing FPGAs having packet routers
US20080168013A1 (en) * 2006-12-05 2008-07-10 Paul Cadaret Scalable pattern recognition system
WO2008067676A1 (en) * 2006-12-08 2008-06-12 Medhat Moussa Architecture, system and method for artificial neural network implementation
US8117137B2 (en) 2007-04-19 2012-02-14 Microsoft Corporation Field-programmable gate array based accelerator system
WO2009010950A1 (en) * 2007-07-18 2009-01-22 Seq.U.R. Ltd System and method for predicting a measure of anomalousness and similarity of records in relation to a set of reference records
JP2010044101A (ja) * 2008-08-08 2010-02-25 Toshiba Corp パターン予測方法、プログラム及び装置
US8131659B2 (en) * 2008-09-25 2012-03-06 Microsoft Corporation Field-programmable gate array based accelerator system
US20100235908A1 (en) * 2009-03-13 2010-09-16 Silver Tail Systems System and Method for Detection of a Change in Behavior in the Use of a Website Through Vector Analysis
US20100235909A1 (en) * 2009-03-13 2010-09-16 Silver Tail Systems System and Method for Detection of a Change in Behavior in the Use of a Website Through Vector Velocity Analysis
EP2336834A1 (de) * 2009-11-20 2011-06-22 Zerogroup Holding OÜ Verfahren und System zum Steuern der Umweltbedingungen einer Einheit
US8583577B2 (en) * 2011-05-25 2013-11-12 Qualcomm Incorporated Method and apparatus for unsupervised training of input synapses of primary visual cortex simple cells and other neural circuits
US20130325416A1 (en) * 2012-05-29 2013-12-05 Fmr Llc Contribution Model
US9082078B2 (en) 2012-07-27 2015-07-14 The Intellisis Corporation Neural processing engine and architecture using the same
US9189729B2 (en) 2012-07-30 2015-11-17 International Business Machines Corporation Scalable neural hardware for the noisy-OR model of Bayesian networks
US9153230B2 (en) * 2012-10-23 2015-10-06 Google Inc. Mobile speech recognition hardware accelerator
US9185057B2 (en) 2012-12-05 2015-11-10 The Intellisis Corporation Smart memory
FR3011659B1 (fr) * 2013-10-04 2015-10-16 Commissariat Energie Atomique Circuit electronique, notamment apte a l'implementation d'un reseau de neurones, et systeme neuronal
FR3015068B1 (fr) * 2013-12-18 2016-01-01 Commissariat Energie Atomique Module de traitement du signal, notamment pour reseau de neurones et circuit neuronal
US9542645B2 (en) 2014-03-27 2017-01-10 Qualcomm Incorporated Plastic synapse management
US10061531B2 (en) 2015-01-29 2018-08-28 Knuedge Incorporated Uniform system wide addressing for a computing system
US9552327B2 (en) 2015-01-29 2017-01-24 Knuedge Incorporated Memory controller for a network on a chip device
US10438117B1 (en) 2015-05-21 2019-10-08 Google Llc Computing convolutions using a neural network processor
US10049322B2 (en) 2015-05-21 2018-08-14 Google Llc Prefetching weights for use in a neural network processor
US9747546B2 (en) 2015-05-21 2017-08-29 Google Inc. Neural network processor
US9805303B2 (en) 2015-05-21 2017-10-31 Google Inc. Rotating data for neural network computations
US10083395B2 (en) 2015-05-21 2018-09-25 Google Llc Batch processing in a neural network processor
US10192162B2 (en) 2015-05-21 2019-01-29 Google Llc Vector computation unit in a neural network processor
US11244225B2 (en) 2015-07-10 2022-02-08 Samsung Electronics Co., Ltd. Neural network processor configurable using macro instructions
CN106485315B (zh) * 2015-10-08 2019-06-04 上海兆芯集成电路有限公司 具有输出缓冲器反馈与遮蔽功能的神经网络单元
CN105488565A (zh) * 2015-11-17 2016-04-13 中国科学院计算技术研究所 加速深度神经网络算法的加速芯片的运算装置及方法
CN111353589B (zh) * 2016-01-20 2024-03-01 中科寒武纪科技股份有限公司 用于执行人工神经网络正向运算的装置和方法
US10027583B2 (en) 2016-03-22 2018-07-17 Knuedge Incorporated Chained packet sequences in a network on a chip architecture
CN108416436B (zh) * 2016-04-18 2021-06-01 中国科学院计算技术研究所 使用多核心处理模块进行神经网络划分的方法及其系统
US10346049B2 (en) 2016-04-29 2019-07-09 Friday Harbor Llc Distributed contiguous reads in a network on a chip architecture
US10496996B2 (en) * 2016-06-23 2019-12-03 Capital One Services, Llc Neural network systems and methods for generating distributed representations of electronic transaction information
EP3476281A4 (de) * 2016-06-28 2020-01-01 KYOCERA Corporation Elektronische vorrichtung und kalkulationssystem
US20180053086A1 (en) * 2016-08-22 2018-02-22 Kneron Inc. Artificial neuron and controlling method thereof
US11042802B2 (en) * 2016-10-07 2021-06-22 Global Optimal Technology, Inc. System and method for hierarchically building predictive analytic models on a dataset
CN107992942B (zh) * 2016-10-26 2021-10-01 上海磁宇信息科技有限公司 卷积神经网络芯片以及卷积神经网络芯片操作方法
US10284556B1 (en) * 2016-11-11 2019-05-07 Symantec Corporation Systems and methods for verifying authentication requests using internet protocol addresses
CA3046173C (en) 2016-12-07 2023-09-05 Google Llc Quantum bit multi-state reset
US10387298B2 (en) 2017-04-04 2019-08-20 Hailo Technologies Ltd Artificial neural network incorporating emphasis and focus techniques
US11615297B2 (en) 2017-04-04 2023-03-28 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network compiler
US11238334B2 (en) 2017-04-04 2022-02-01 Hailo Technologies Ltd. System and method of input alignment for efficient vector operations in an artificial neural network
US11551028B2 (en) 2017-04-04 2023-01-10 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network
US11544545B2 (en) 2017-04-04 2023-01-03 Hailo Technologies Ltd. Structured activation based sparsity in an artificial neural network
US10970630B1 (en) * 2017-06-15 2021-04-06 National Technology & Engineering Solutions Of Sandia, Llc Neuromorphic computing architecture with dynamically accessible contexts
CN113918481A (zh) 2017-07-30 2022-01-11 纽罗布拉德有限公司 一种存储器芯片
US11481218B2 (en) * 2017-08-02 2022-10-25 Intel Corporation System and method enabling one-hot neural networks on a machine learning compute platform
US20190050714A1 (en) * 2017-08-09 2019-02-14 Ants Technology (Hk) Limited Modular distributed artificial neural networks
US11188820B2 (en) * 2017-09-08 2021-11-30 International Business Machines Corporation Deep neural network performance analysis on shared memory accelerator systems
EP3495988A1 (de) 2017-12-05 2019-06-12 Aptiv Technologies Limited Verfahren zur verarbeitung von bilddaten in einem verbindungsnetzwerk
CN109993284B (zh) * 2017-12-29 2020-08-04 中科寒武纪科技股份有限公司 集成电路芯片装置及相关产品
US10601960B2 (en) 2018-02-14 2020-03-24 Eingot Llc Zero-knowledge environment based networking engine
EP3561727A1 (de) * 2018-04-23 2019-10-30 Aptiv Technologies Limited Vorrichtung und verfahren zum extrahieren von dynamischen informationen über eine szene unter verwendung eines neuronalen faltungsnetzwerks
EP3561726A1 (de) 2018-04-23 2019-10-30 Aptiv Technologies Limited Vorrichtung und verfahren zur verarbeitung von datensequenzen mithilfe eines neuronalen faltungsnetzes
US11966835B2 (en) 2018-06-05 2024-04-23 Nvidia Corp. Deep neural network accelerator with fine-grained parallelism discovery
US11315231B2 (en) * 2018-06-08 2022-04-26 Industrial Technology Research Institute Industrial image inspection method and system and computer readable recording medium
CN108830378A (zh) * 2018-06-11 2018-11-16 东北师范大学 基于fpga的som神经网络可配置模块化硬件实现方法
US10517540B1 (en) 2018-08-06 2019-12-31 Hi Llc Systems and methods to reduce data and complexity in neural signal processing chain
US11769040B2 (en) 2018-09-10 2023-09-26 Nvidia Corp. Scalable multi-die deep learning system
EP3696733B1 (de) * 2019-02-13 2024-03-27 Siemens Aktiengesellschaft Codierung und übertragung von szenen- und aufgabenabhängigen lerninformationen in übertragbare neuronale netzwerkschichten
US11270197B2 (en) 2019-03-12 2022-03-08 Nvidia Corp. Efficient neural network accelerator dataflows
CN110502278B (zh) * 2019-07-24 2021-07-16 瑞芯微电子股份有限公司 基于RiscV扩展指令的神经网络协处理器及其协处理方法
US11763156B2 (en) 2019-11-15 2023-09-19 Microsoft Technology Licensing, Llc Neural network compression based on bank-balanced sparsity
US20210216868A1 (en) * 2020-01-08 2021-07-15 Maxim Integrated Products, Inc. Systems and methods for reducing memory requirements in neural networks
CN111694643B (zh) * 2020-05-12 2023-04-11 中国科学院计算技术研究所 一种面向图神经网络应用的任务调度执行系统及方法
US20230325413A1 (en) * 2020-09-17 2023-10-12 Hitachi High-Tech Corporation Error Factor Estimation Device and Error Factor Estimation Method
US11811421B2 (en) 2020-09-29 2023-11-07 Hailo Technologies Ltd. Weights safety mechanism in an artificial neural network processor
US11263077B1 (en) 2020-09-29 2022-03-01 Hailo Technologies Ltd. Neural network intermediate results safety mechanism in an artificial neural network processor
US11874900B2 (en) 2020-09-29 2024-01-16 Hailo Technologies Ltd. Cluster interlayer safety mechanism in an artificial neural network processor
US11237894B1 (en) 2020-09-29 2022-02-01 Hailo Technologies Ltd. Layer control unit instruction addressing safety mechanism in an artificial neural network processor
US11221929B1 (en) 2020-09-29 2022-01-11 Hailo Technologies Ltd. Data stream fault detection mechanism in an artificial neural network processor
CN112819143B (zh) * 2021-02-04 2024-02-27 成都市深思创芯科技有限公司 一种基于图神经网络的工作记忆计算系统及方法

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0378115B1 (de) * 1989-01-06 1998-09-30 Hitachi, Ltd. Neuronaler Rechner
JPH05242065A (ja) * 1992-02-28 1993-09-21 Hitachi Ltd 情報処理装置及びシステム
US5937202A (en) * 1993-02-11 1999-08-10 3-D Computing, Inc. High-speed, parallel, processor architecture for front-end electronics, based on a single type of ASIC, and method use thereof
DE69430870T2 (de) * 1994-07-28 2003-03-13 Ibm Innovative Neuronalschaltungsarchitektur
US5598362A (en) * 1994-12-22 1997-01-28 Motorola Inc. Apparatus and method for performing both 24 bit and 16 bit arithmetic
US6138945A (en) * 1997-01-09 2000-10-31 Biggers; James E. Neural network controller for a pulsed rocket motor tactical missile system
US6076152A (en) * 1997-12-17 2000-06-13 Src Computers, Inc. Multiprocessor computer architecture incorporating a plurality of memory algorithm processors in the memory subsystem

Also Published As

Publication number Publication date
ES2254133T3 (es) 2006-06-16
EP1149359A1 (de) 2001-10-31
DE60024582D1 (de) 2006-01-12
EP1149359B1 (de) 2005-12-07
US7082419B1 (en) 2006-07-25
AU2304600A (en) 2000-08-18
WO2000045333A1 (en) 2000-08-03
GB9902115D0 (en) 1999-03-24
EP1569167A2 (de) 2005-08-31
US20070022063A1 (en) 2007-01-25
DE60024582T2 (de) 2006-08-24

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