Global Patent Index - EP 3472760 A4

EP 3472760 A4 20200304 - BUILDING CONVOLUTIONAL NEURAL NETWORK

Title (en)

BUILDING CONVOLUTIONAL NEURAL NETWORK

Title (de)

KONSTRUKTION EINES NEURONALEN KONVOLUTIONSNETZES

Title (fr)

CONSTRUCTION D'UN RÉSEAU DE NEURONES CONVOLUTIF

Publication

EP 3472760 A4 20200304 (EN)

Application

EP 16905085 A 20160617

Priority

CN 2016086154 W 20160617

Abstract (en)

[origin: WO2017214970A1] Embodiments of the present disclosure provide a method, apparatus and computer program product for information processing. The method comprises: determining, based on a training dataset for multimedia content, convolution parameters and first feature maps for a convolutional layer in a convolutional neural network; changing an order of the first feature maps according to correlation among the first feature maps to obtain second feature maps; and updating the convolution parameters based on the training dataset and the second feature maps.

IPC 8 full level

G06K 9/00 (2006.01); G06N 3/08 (2006.01)

CPC (source: EP US)

G06N 3/045 (2023.01 - EP); G06N 3/082 (2013.01 - EP US); G06N 3/084 (2013.01 - EP); G06V 10/454 (2022.01 - EP US); G06V 10/82 (2022.01 - EP US)

Citation (search report)

  • [I] EP 2833295 A2 20150204 - FUJITSU LTD [JP]
  • [T] US 2018082181 A1 20180322 - BROTHERS JOHN [US], et al
  • [E] WO 2017015649 A1 20170126 - MIREPLICA TECH LLC [US]
  • [A] KAIMING HE ET AL: "Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition", 12TH EUROPEAN CONFERENCE ON COMPUTER VISION, ECCV 2012, vol. III, 8 September 2014 (2014-09-08), Berlin, Heidelberg, pages 346 - 361, XP055273779, ISSN: 0302-9743, ISBN: 978-3-642-33862-5, DOI: 10.1007/978-3-319-10578-9_23
  • [T] PANG YANWEI ET AL: "Convolution in Convolution for Network in Network", IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, IEEE, PISCATAWAY, NJ, USA, vol. 29, no. 5, 1 May 2018 (2018-05-01), pages 1587 - 1597, XP011681448, ISSN: 2162-237X, [retrieved on 20180416], DOI: 10.1109/TNNLS.2017.2676130
  • See references of WO 2017214970A1

Designated contracting state (EPC)

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

DOCDB simple family (publication)

WO 2017214970 A1 20171221; CN 109643396 A 20190416; EP 3472760 A1 20190424; EP 3472760 A4 20200304

DOCDB simple family (application)

CN 2016086154 W 20160617; CN 201680086870 A 20160617; EP 16905085 A 20160617