Exact deep learning machines

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations


Incorporating actual intelligence into the machines and making them think and perform like humans is impossible. In this chapter, a new kind of machine called the EDLM (exact deep learning machine) is introduced. Such EDLMs can achieve the target with probability one and could be the best alternative for originally designed artificial intelligence models of the mid-20th century by Alan Turing and others that have so far not seen reality. In the current context, achieving a target is defined as detecting a given object accurately.

Original languageEnglish (US)
Title of host publicationDeep Learning
EditorsVenu Govindaraju, Arni S.R. Srinivasa Rao, C.R. Rao
PublisherElsevier B.V.
Number of pages8
ISBN (Print)9780443184307
StatePublished - Jan 2023

Publication series

NameHandbook of Statistics
ISSN (Print)0169-7161


  • Artificial intelligence
  • Object detection
  • Probability one

ASJC Scopus subject areas

  • Statistics and Probability
  • Modeling and Simulation
  • Applied Mathematics


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