Deep Learning - the Key to Enable Artificial Intelligence

Activity: Talk or presentationInvited talkscience-to-science

Description

Deep Learning has emerged as one of the most successful fields of machine learning and artificial intelligence with overwhelming success in industrial speech, language and vision benchmarks. Consequently, it became the central field of research for IT giants like Google, facebook, Microsoft, Baidu, and Amazon. Deep Learning is founded on novel neural network techniques, the recent availability of very fast computers, and massive data sets. In its core, Deep Learning discovers multiple levels of abstract representations of the input. The main obstacle to learning deep neural networks is the vanishing gradient problem.
Period27 Nov 2020
Event titleunbekannt/unknown
Event typeOther
LocationAustriaShow on map

Fields of science

  • 101031 Approximation theory
  • 102 Computer Sciences
  • 305901 Computer-aided diagnosis and therapy
  • 102033 Data mining
  • 102032 Computational intelligence
  • 101029 Mathematical statistics
  • 102013 Human-computer interaction
  • 305905 Medical informatics
  • 101028 Mathematical modelling
  • 101027 Dynamical systems
  • 101004 Biomathematics
  • 101026 Time series analysis
  • 202017 Embedded systems
  • 101024 Probability theory
  • 305907 Medical statistics
  • 102019 Machine learning
  • 202037 Signal processing
  • 102018 Artificial neural networks
  • 103029 Statistical physics
  • 202036 Sensor systems
  • 202035 Robotics
  • 106005 Bioinformatics
  • 106007 Biostatistics
  • 101019 Stochastics
  • 101018 Statistics
  • 101017 Game theory
  • 101016 Optimisation
  • 102001 Artificial intelligence
  • 101015 Operations research
  • 102004 Bioinformatics
  • 101014 Numerical mathematics
  • 102003 Image processing

JKU Focus areas

  • Digital Transformation