EP3472713A4 - Systems and methods for generating data explanations for neural networks and related systems - Google Patents

Systems and methods for generating data explanations for neural networks and related systems Download PDF

Info

Publication number
EP3472713A4
EP3472713A4 EP16906432.6A EP16906432A EP3472713A4 EP 3472713 A4 EP3472713 A4 EP 3472713A4 EP 16906432 A EP16906432 A EP 16906432A EP 3472713 A4 EP3472713 A4 EP 3472713A4
Authority
EP
European Patent Office
Prior art keywords
systems
methods
neural networks
generating data
data explanations
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.)
Pending
Application number
EP16906432.6A
Other languages
German (de)
French (fr)
Other versions
EP3472713A1 (en
Inventor
Dileep George
Kenneth Alan KANSKY
Christopher Remmert LAAN
Wolfgang Lehrach
Bhaskara Mannar MARTHI
David Scott PHOENIX
Eric Purdy
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.)
Intrinsic Innovation LLC
Original Assignee
Vicarious FPC Inc
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 Vicarious FPC Inc filed Critical Vicarious FPC Inc
Publication of EP3472713A1 publication Critical patent/EP3472713A1/en
Publication of EP3472713A4 publication Critical patent/EP3472713A4/en
Pending 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
    • G06N3/08—Learning methods
    • 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
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • 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
    • G06N3/045—Combinations of networks
    • 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
    • G06N3/047—Probabilistic or stochastic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
EP16906432.6A 2016-06-21 2016-06-21 Systems and methods for generating data explanations for neural networks and related systems Pending EP3472713A4 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2016/038516 WO2017222505A1 (en) 2016-06-21 2016-06-21 Systems and methods for generating data explanations for neural networks and related systems

Publications (2)

Publication Number Publication Date
EP3472713A1 EP3472713A1 (en) 2019-04-24
EP3472713A4 true EP3472713A4 (en) 2020-02-26

Family

ID=60783511

Family Applications (1)

Application Number Title Priority Date Filing Date
EP16906432.6A Pending EP3472713A4 (en) 2016-06-21 2016-06-21 Systems and methods for generating data explanations for neural networks and related systems

Country Status (6)

Country Link
EP (1) EP3472713A4 (en)
JP (1) JP6761055B2 (en)
CN (1) CN109643389B (en)
AU (2) AU2016410565A1 (en)
CA (1) CA3028919C (en)
WO (1) WO2017222505A1 (en)

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090006289A1 (en) * 2007-06-29 2009-01-01 Numenta, Inc. Hierarchical Temporal Memory System with Enhanced Inference Capability

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5065040A (en) * 1990-08-03 1991-11-12 Motorola Inc. Reverse flow neuron
US6728690B1 (en) * 1999-11-23 2004-04-27 Microsoft Corporation Classification system trainer employing maximum margin back-propagation with probabilistic outputs
US6976012B1 (en) * 2000-01-24 2005-12-13 Sony Corporation Method and apparatus of using a neural network to train a neural network
US7519488B2 (en) * 2004-05-28 2009-04-14 Lawrence Livermore National Security, Llc Signal processing method and system for noise removal and signal extraction
US7720779B1 (en) * 2006-01-23 2010-05-18 Quantum Leap Research, Inc. Extensible bayesian network editor with inferencing capabilities
US8824833B2 (en) * 2008-02-01 2014-09-02 Omnivision Technologies, Inc. Image data fusion systems and methods
US8775341B1 (en) * 2010-10-26 2014-07-08 Michael Lamport Commons Intelligent control with hierarchical stacked neural networks
CN102509105B (en) * 2011-09-30 2013-07-31 北京航空航天大学 Hierarchical processing method of image scene based on Bayesian inference
US9262698B1 (en) * 2012-05-15 2016-02-16 Vicarious Fpc, Inc. Method and apparatus for recognizing objects visually using a recursive cortical network
CN102867327A (en) * 2012-09-05 2013-01-09 浙江理工大学 Textile flexible movement reestablishing method based on neural network system

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090006289A1 (en) * 2007-06-29 2009-01-01 Numenta, Inc. Hierarchical Temporal Memory System with Enhanced Inference Capability

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
LIN L ET AL: "A stochastic graph grammar for compositional object representation and recognition", PATTERN RECOGNITION, ELSEVIER, GB, vol. 42, no. 7, 1 July 2009 (2009-07-01), pages 1297 - 1307, XP026026922, ISSN: 0031-3203, [retrieved on 20081117], DOI: 10.1016/J.PATCOG.2008.10.033 *

Also Published As

Publication number Publication date
CN109643389A (en) 2019-04-16
CA3028919A1 (en) 2017-12-28
AU2016410565A1 (en) 2019-01-24
CA3028919C (en) 2022-04-26
EP3472713A1 (en) 2019-04-24
JP2019520655A (en) 2019-07-18
CN109643389B (en) 2023-08-22
JP6761055B2 (en) 2020-09-23
AU2022202492A1 (en) 2022-05-12
WO2017222505A1 (en) 2017-12-28

Similar Documents

Publication Publication Date Title
EP3724789A4 (en) Systems and methods for chatbot generation
EP3688671A4 (en) Method and system for neural network synthesis
EP3631919A4 (en) Systems and methods for modifying beam characteristics
EP3547198A4 (en) Data access method, system and apparatus
EP3545418A4 (en) Systems and methods for cybersecurity risk assessment
EP3453181A4 (en) Systems and methods for coding transform data
EP3454264A4 (en) Data prediction system and data prediction method
EP3485330A4 (en) System and methods of holographic sensory data generation, manipulation and transport
EP3512415A4 (en) Systems and methods for modeling neural architecture
EP3512444A4 (en) Intraosseous access devices, systems, and methods
EP3514689A4 (en) Memory management method and apparatus
EP3435848A4 (en) Systems and methods for inter-app communications
EP3607435A4 (en) Methods and systems for boosting deep neural networks for deep learning
EP3723845A4 (en) Methods and systems for electroporation
EP3701664A4 (en) Methods and systems for secure data communication
EP3533229A4 (en) Systems and methods for supplementing captured data
EP3259688A4 (en) Systems and methods for neural language modeling
EP3266170A4 (en) Systems and methods for pacing data flows
EP3138060A4 (en) Systems and methods for data desensitization
EP3446190A4 (en) Systems and methods for coordinating device actions
EP3523780A4 (en) Methods and systems for data visualization
EP3698268A4 (en) Methods and systems for face recognition
EP3417314A4 (en) Systems, methods and devices for geo-localization
EP3468063A4 (en) Information feedback method, apparatus and system
EP3642763A4 (en) System and method for neural networks

Legal Events

Date Code Title Description
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE

PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20181220

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

AX Request for extension of the european patent

Extension state: BA ME

DAV Request for validation of the european patent (deleted)
DAX Request for extension of the european patent (deleted)
REG Reference to a national code

Ref country code: DE

Ref legal event code: R079

Free format text: PREVIOUS MAIN CLASS: G06F0015180000

Ipc: G06G0007600000

A4 Supplementary search report drawn up and despatched

Effective date: 20200129

RIC1 Information provided on ipc code assigned before grant

Ipc: G06N 3/063 20060101ALI20200123BHEP

Ipc: G06N 3/08 20060101ALI20200123BHEP

Ipc: G06K 9/00 20060101ALI20200123BHEP

Ipc: G06N 3/04 20060101ALI20200123BHEP

Ipc: G06K 9/40 20060101ALI20200123BHEP

Ipc: G06G 7/60 20060101AFI20200123BHEP

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: EXAMINATION IS IN PROGRESS

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: EXAMINATION IS IN PROGRESS

17Q First examination report despatched

Effective date: 20210924

RAP1 Party data changed (applicant data changed or rights of an application transferred)

Owner name: INTRINSIC INNOVATION LLC