GB2245401A - Neural network signal processor - Google Patents

Neural network signal processor Download PDF

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Publication number
GB2245401A
GB2245401A GB8924550A GB8924550A GB2245401A GB 2245401 A GB2245401 A GB 2245401A GB 8924550 A GB8924550 A GB 8924550A GB 8924550 A GB8924550 A GB 8924550A GB 2245401 A GB2245401 A GB 2245401A
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United Kingdom
Prior art keywords
input
output
neurons
signal
input 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.)
Withdrawn
Application number
GB8924550A
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English (en)
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GB8924550D0 (en
Inventor
Patrick F Castelaz
Dwight E Mills
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.)
Raytheon Co
Original Assignee
Hughes Aircraft Co
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 Hughes Aircraft Co filed Critical Hughes Aircraft Co
Priority to GB8924550A priority Critical patent/GB2245401A/en
Priority to DE3938645A priority patent/DE3938645C1/de
Publication of GB8924550D0 publication Critical patent/GB8924550D0/en
Publication of GB2245401A publication Critical patent/GB2245401A/en
Withdrawn legal-status Critical Current

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    • 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
    • G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/24317—Piecewise classification, i.e. whereby each classification requires several discriminant rules

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Image Analysis (AREA)
GB8924550A 1989-11-01 1989-11-01 Neural network signal processor Withdrawn GB2245401A (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
GB8924550A GB2245401A (en) 1989-11-01 1989-11-01 Neural network signal processor
DE3938645A DE3938645C1 (cg-RX-API-DMAC10.html) 1989-11-01 1989-11-21

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB8924550A GB2245401A (en) 1989-11-01 1989-11-01 Neural network signal processor

Publications (2)

Publication Number Publication Date
GB8924550D0 GB8924550D0 (en) 1991-10-16
GB2245401A true GB2245401A (en) 1992-01-02

Family

ID=10665496

Family Applications (1)

Application Number Title Priority Date Filing Date
GB8924550A Withdrawn GB2245401A (en) 1989-11-01 1989-11-01 Neural network signal processor

Country Status (2)

Country Link
DE (1) DE3938645C1 (cg-RX-API-DMAC10.html)
GB (1) GB2245401A (cg-RX-API-DMAC10.html)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1994008258A1 (en) * 1992-10-07 1994-04-14 Octrooibureau Kisch N.V. Apparatus and a method for classifying movement of objects along a passage
EP0568017A3 (en) * 1992-04-28 1995-01-18 Takata Corp Method for impact prediction by neural networks.
EP0582885A3 (en) * 1992-08-05 1997-07-02 Siemens Ag Procedure to classify field patterns
WO2016058055A1 (en) * 2014-10-17 2016-04-21 University Of Western Sydney Trainable analogue block
US9519049B1 (en) * 2014-09-30 2016-12-13 Raytheon Company Processing unknown radar emitters
US10387298B2 (en) 2017-04-04 2019-08-20 Hailo Technologies Ltd Artificial neural network incorporating emphasis and focus techniques
US11221929B1 (en) 2020-09-29 2022-01-11 Hailo Technologies Ltd. Data stream fault detection mechanism in an artificial neural network processor
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
US11237894B1 (en) 2020-09-29 2022-02-01 Hailo Technologies Ltd. Layer control unit instruction addressing 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
US11544545B2 (en) 2017-04-04 2023-01-03 Hailo Technologies Ltd. Structured activation based sparsity 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
US11615297B2 (en) 2017-04-04 2023-03-28 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network compiler
US11811421B2 (en) 2020-09-29 2023-11-07 Hailo Technologies Ltd. Weights safety mechanism in an artificial neural network processor
US12248367B2 (en) 2020-09-29 2025-03-11 Hailo Technologies Ltd. Software defined redundant allocation safety mechanism in an artificial neural network processor
US12430543B2 (en) 2017-04-04 2025-09-30 Hailo Technologies Ltd. Structured sparsity guided training in an artificial neural network

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE4207595A1 (de) * 1992-03-10 1993-09-16 Siemens Ag Verfahren zur vorklassifikation von hochdimensionalen merkmalsvektoren fuer zwecke der signalverarbeitung
DE4241990C2 (de) * 1992-12-12 1997-02-06 Rwe Entsorgung Ag System zum Erkennen und Sortieren von Abfallobjekten
ZA94536B (en) * 1993-01-28 1994-09-09 Shell Res Ltd Method for prediction of physical property data of hydrocarbon products.
DE4433772A1 (de) * 1994-09-22 1996-03-28 Micro Epsilon Messtechnik Sensoranordnung und Verfahren zur Meßwerterfassung mit der Sensoranordnung
ATE514959T1 (de) 2002-01-22 2011-07-15 Bae Sys Inf & Elect Sys Integ Digital-hf-tag

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0037164A2 (en) * 1980-03-27 1981-10-07 Nestor, Inc. Self organising general pattern class separator and identifier
WO1988010474A1 (en) * 1987-06-18 1988-12-29 University Of West Virginia State analog neural network and method of implementing same
WO1989002134A1 (en) * 1987-08-28 1989-03-09 British Telecommunications Public Limited Company Apparatus for pattern recognition
US4874963A (en) * 1988-02-11 1989-10-17 Bell Communications Research, Inc. Neuromorphic learning networks

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3287649A (en) * 1963-09-09 1966-11-22 Research Corp Audio signal pattern perception device
US4975961A (en) * 1987-10-28 1990-12-04 Nec Corporation Multi-layer neural network to which dynamic programming techniques are applicable

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0037164A2 (en) * 1980-03-27 1981-10-07 Nestor, Inc. Self organising general pattern class separator and identifier
WO1988010474A1 (en) * 1987-06-18 1988-12-29 University Of West Virginia State analog neural network and method of implementing same
WO1989002134A1 (en) * 1987-08-28 1989-03-09 British Telecommunications Public Limited Company Apparatus for pattern recognition
US4874963A (en) * 1988-02-11 1989-10-17 Bell Communications Research, Inc. Neuromorphic learning networks

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Autotestcon'89 Conference Record 25-28 Sept 1989 Cat.No.89CH2568-4,PP181-186 *

Cited By (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0568017A3 (en) * 1992-04-28 1995-01-18 Takata Corp Method for impact prediction by neural networks.
EP0582885A3 (en) * 1992-08-05 1997-07-02 Siemens Ag Procedure to classify field patterns
WO1994008258A1 (en) * 1992-10-07 1994-04-14 Octrooibureau Kisch N.V. Apparatus and a method for classifying movement of objects along a passage
US5519784A (en) * 1992-10-07 1996-05-21 Vermeulen; Pieter J. E. Apparatus for classifying movement of objects along a passage by type and direction employing time domain patterns
US9519049B1 (en) * 2014-09-30 2016-12-13 Raytheon Company Processing unknown radar emitters
WO2016058055A1 (en) * 2014-10-17 2016-04-21 University Of Western Sydney Trainable analogue block
US11544545B2 (en) 2017-04-04 2023-01-03 Hailo Technologies Ltd. Structured activation based sparsity 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
US12430543B2 (en) 2017-04-04 2025-09-30 Hailo Technologies Ltd. Structured sparsity guided training in an artificial neural network
US11238331B2 (en) 2017-04-04 2022-02-01 Hailo Technologies Ltd. System and method for augmenting an existing artificial neural network
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
US11675693B2 (en) 2017-04-04 2023-06-13 Hailo Technologies Ltd. Neural network processor incorporating inter-device connectivity
US11615297B2 (en) 2017-04-04 2023-03-28 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network compiler
US11263512B2 (en) 2017-04-04 2022-03-01 Hailo Technologies Ltd. Neural network processor incorporating separate control and data fabric
US11354563B2 (en) 2017-04-04 2022-06-07 Hallo Technologies Ltd. Configurable and programmable sliding window based memory access in a neural network processor
US11461614B2 (en) 2017-04-04 2022-10-04 Hailo Technologies Ltd. Data driven quantization optimization of weights and input data in an artificial neural network
US11461615B2 (en) 2017-04-04 2022-10-04 Hailo Technologies Ltd. System and method of memory access of multi-dimensional data
US11514291B2 (en) 2017-04-04 2022-11-29 Hailo Technologies Ltd. Neural network processing element incorporating compute and local memory elements
US10387298B2 (en) 2017-04-04 2019-08-20 Hailo Technologies Ltd Artificial neural network incorporating emphasis and focus techniques
US11216717B2 (en) 2017-04-04 2022-01-04 Hailo Technologies Ltd. Neural network processor incorporating multi-level hierarchical aggregated computing and memory elements
US11263077B1 (en) 2020-09-29 2022-03-01 Hailo Technologies Ltd. Neural network intermediate results 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
US11811421B2 (en) 2020-09-29 2023-11-07 Hailo Technologies Ltd. Weights safety mechanism in an artificial neural network processor
US12248367B2 (en) 2020-09-29 2025-03-11 Hailo Technologies Ltd. Software defined redundant allocation 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

Also Published As

Publication number Publication date
GB8924550D0 (en) 1991-10-16
DE3938645C1 (cg-RX-API-DMAC10.html) 1992-05-21

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WAP Application withdrawn, taken to be withdrawn or refused ** after publication under section 16(1)